Publications

2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010
2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000
1999 | 1998

2017

  • J. Arulraj and A. Pavlo, "How to Build a Non-Volatile Memory Database Management System," in Proceedings of the 2017 ACM International Conference on Management of Data, 2017, pp. 1753-1758. [PDF] [BIBTEX]
    @inproceedings{arulraj17,
      author = {Arulraj, Joy and Pavlo, Andrew},
      title = {How to Build a Non-Volatile Memory Database Management System},
      booktitle = {Proceedings of the 2017 ACM International Conference on Management of Data},
      series = {SIGMOD '17},
      year = {2017},
      pages = {1753--1758},
      numpages = {6},
      url = {http://db.cs.cmu.edu/papers/2017/p1753-arulraj.pdf},
     }
  • R. Harding, D. V. Aken, A. Pavlo, and M. Stonebraker, "An Evaluation of Distributed Concurrency Control," Proc. VLDB Endow., vol. 10, pp. 553-564, 2017. [PDF] [BIBTEX]
    @article{harding17,
      author = {Rachael Harding and Dana Van Aken and Andrew Pavlo and Michael Stonebraker},
      title = {An Evaluation of Distributed Concurrency Control},
      journal = {Proc. VLDB Endow.},
      volume = {10},
      issue = {5},
      month = {January},
      year = {2017},
      pages = {553--564},
      publisher = {VLDB Endowment},
      url = {http://db.cs.cmu.edu/papers/2017/p553-harding.pdf},
      }
  • A. Pavlo, G. Angulo, J. Arulraj, H. Lin, J. Lin, L. Ma, P. Menon, T. Mowry, M. Perron, I. Quah, S. Santurkar, A. Tomasic, S. Toor, D. V. Aken, Z. Wang, Y. Wu, R. Xian, and T. Zhang, "Self-Driving Database Management Systems," in CIDR 2017, Conference on Innovative Data Systems Research, 2017. [PDF] [BIBTEX]
    @inproceedings{pavlo17,
      author = {Andrew Pavlo and Gustavo Angulo and Joy Arulraj and Haibin Lin and Jiexi Lin and Lin Ma and Prashanth Menon and Todd Mowry and Matthew Perron and Ian Quah and Siddharth Santurkar and Anthony Tomasic and Skye Toor and Dana Van Aken and Ziqi Wang and Yingjun Wu and Ran Xian and Tieying Zhang},
      title = {Self-Driving Database Management Systems},
      booktitle = {{CIDR} 2017, Conference on Innovative Data Systems Research},
      year = {2017},
      url = {http://db.cs.cmu.edu/papers/2017/p42-pavlo-cidr17.pdf},
     }
  • D. Van Aken, A. Pavlo, G. J. Gordon, and B. Zhang, "Automatic Database Management System Tuning Through Large-scale Machine Learning," in Proceedings of the 2017 ACM International Conference on Management of Data, 2017, pp. 1009-1024. [PDF] [BIBTEX]
    @inproceedings{vanaken17,
      author = {Van Aken, Dana and Pavlo, Andrew and Gordon, Geoffrey J. and Zhang, Bohan},
      title = {Automatic Database Management System Tuning Through Large-scale Machine Learning},
      booktitle = {Proceedings of the 2017 ACM International Conference on Management of Data},
      series = {SIGMOD '17},
      year = {2017},
      pages = {1009--1024},
      numpages = {16},
      url = {http://db.cs.cmu.edu/papers/2017/p1009-van-aken.pdf},
     }
  • Y. Wu, J. Arulraj, J. Lin, R. Xian, and A. Pavlo, "An Empirical Evaluation of In-Memory Multi-Version Concurrency Control," Proc. VLDB Endow., vol. 10, pp. 781-792, 2017. [PDF] [BIBTEX]
    @article{wu17,
      author = {Yingjun Wu and Joy Arulraj and Jiexi Lin and Ran Xian and Andrew Pavlo},
      title = {An Empirical Evaluation of In-Memory Multi-Version Concurrency Control},
      journal = {Proc. VLDB Endow.},
      volume = {10},
      issue = {7},
      month = {March},
      year = {2017},
      pages = {781--792},
      publisher = {VLDB Endowment},
      url = {http://db.cs.cmu.edu/papers/2017/p781-wu.pdf},
     }
  • L. Xu, A. Pavlo, S. Sengupta, and G. R. Ganger, "Online Deduplication for Databases," in Proceedings of the 2017 ACM International Conference on Management of Data, 2017, pp. 1355-1368. [PDF] [BIBTEX]
    @inproceedings{xu17,
      author = {Xu, Lianghong and Pavlo, Andrew and Sengupta, Sudipta and Ganger, Gregory R.},
      title = {Online Deduplication for Databases},
      booktitle = {Proceedings of the 2017 ACM International Conference on Management of Data},
      series = {SIGMOD '17},
      year = {2017},
      pages = {1355--1368},
      numpages = {14},
      url = {http://db.cs.cmu.edu/papers/2017/p1355-xu.pdf},
     }

2016

  • W. Gatterbauer and D. Suciu, "Dissociation and Propagation for Efficient Query Evaluation over Probabilistic Databases," VLDBJ (special issue on best of VLDB’15), 2016. [PDF] [BIBTEX]
    @article{GS2016,
      author = {Wolfgang Gatterbauer and Dan Suciu},
      title = {Dissociation and Propagation for Efficient Query Evaluation over Probabilistic Databases},
      journal = {VLDBJ (special issue on best of VLDB'15)},
      year = {2016},
      url = {http://arxiv.org/pdf/1310.6257}
    }
  • V. K. Pillutla, Z. Fang, P. Devineni, C. Faloutsos, D. Koutra, and J. Tang, "On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries," in Proceedings of the 2016 SIAM International Conference on Data Mining, 2016, pp. 783-791. [BIBTEX]
    @InProceedings{PillutlaFDFKT16,
      author = {Venkata Krishna Pillutla and Zhanpeng Fang and Pravallika Devineni and Christos Faloutsos and Danai Koutra and Jie Tang},
      title = {On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries},
      booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining},
      pages = {783--791},
      publisher = {{SIAM}},
      year = {2016},
      }
  • K. Shin, B. Hooi, and C. Faloutsos, "M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees," in Machine Learning and Knowledge Discovery in Databases – European Conference, 2016, pp. 264-280. [BIBTEX]
    @InProceedings{ ShinHF16,
      author = {Kijung Shin and Bryan Hooi and Christos Faloutsos},
      title = {M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees},
      booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference},
      series = {Lecture Notes in Computer Science},
      volume = {9851},
      pages = {264--280},
      publisher = {Springer},
      year = {2016},
      }
  • M. Araujo, P. Ribeiro, and C. Faloutsos, "FastStep: Scalable Boolean Matrix Decomposition," in Advances in Knowledge Discovery and Data Mining – 20th Pacific-Asia Conference, 2016, pp. 461-473. [PDF] [BIBTEX]
    @InProceedings{araujo16,
      author = {Miguel Araujo and Pedro Ribeiro and Christos Faloutsos},
      title = {FastStep: Scalable Boolean Matrix Decomposition},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference},
      series = {Lecture Notes in Computer Science},
      volume = {9651},
      pages = {461--473},
      publisher = {Springer},
      year = {2016},
      url={http://db.cs.cmu.edu/papers/2016/maraujo-faststep-pakdd16.pdf}
    }
  • J. Arulraj, A. Pavlo, and P. Menon, "Bridging the Archipelago Between Row-Stores and Column-Stores for Hybrid Workloads," in Proceedings of the 2016 International Conference on Management of Data, 2016, pp. 583-598. [PDF] [BIBTEX]
    @inproceedings{arulraj16,
      author = {Arulraj, Joy and Pavlo, Andrew and Menon, Prashanth},
      title = {Bridging the Archipelago Between Row-Stores and Column-Stores for Hybrid Workloads},
      booktitle = {Proceedings of the 2016 International Conference on Management of Data},
      series = {SIGMOD '16},
      year = {2016},
      pages = {583--598},
      numpages = {16},
      doi = {10.1145/2882903.2915231},
      url = {http://db.cs.cmu.edu/papers/2016/arulraj-sigmod2016.pdf},
     }
  • J. Arulraj, M. Perron, and A. Pavlo, "Write-Behind Logging," Proc. VLDB Endow., vol. 10, pp. 337-348, 2016. [PDF] [BIBTEX]
    @article{arulraj16-vldb,
      author = {Arulraj, Joy and Perron, Matthew and Pavlo, Andrew},
      title = {Write-Behind Logging},
      journal = {Proc. VLDB Endow.},
      volume = {10},
      issue = {4},
      month = {December},
      year = {2016},
      pages = {337--348},
      publisher = {VLDB Endowment},
      url = {http://db.cs.cmu.edu/papers/2016/p337-arulraj.pdf},
     }
  • P. Bailis, C. Fournier, J. Arulraj, and A. Pavlo, "Research for Practice: Distributed Consensus and Implications of NVM on Database Management Systems," Commun. ACM, vol. 59, iss. 11, pp. 52-55, 2016. [PDF] [BIBTEX]
    @article{bailis16,
      author = {Bailis, Peter and Fournier, Camille and Arulraj, Joy and Pavlo, Andrew},
      title = {Research for Practice: Distributed Consensus and Implications of NVM on Database Management Systems},
      journal = {Commun. ACM},
      issue_date = {November 2016},
      volume = {59},
      number = {11},
      month = oct, year = {2016},
      issn = {0001-0782},
      pages = {52--55},
      numpages = {4},
      url = {http://db.cs.cmu.edu/papers/2016/cacm-nvm2016.pdf},
      doi = {10.1145/2949033},
     }
  • F. Figueiredo, B. Ribeiro, C. Faloutsos, N. Andrade, and J. M. Almeida, "Mining Online Music Listening Trajectories," in Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016, pp. 688-694. [BIBTEX]
    @InProceedings{figueiredo16,
      author = {Flavio Figueiredo and Bruno Ribeiro and Christos Faloutsos and Nazareno Andrade and Jussara M. Almeida},
      title = {Mining Online Music Listening Trajectories},
      booktitle = {Proceedings of the 17th International Society for Music Information Retrieval Conference},
      pages = {688--694},
      year = {2016},
      }
  • P. Govindan, S. Soundarajan, T. E. -, and C. Faloutsos, "NimbleCore: A space-efficient external memory algorithm for estimating core numbers," in 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016, pp. 207-214. [BIBTEX]
    @InProceedings{govindan16,
      author = {Priya Govindan and Sucheta Soundarajan and Tina Eliassi{-}Rad and Christos Faloutsos},
      title = {NimbleCore: {A} space-efficient external memory algorithm for estimating core numbers},
      booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks Analysis and Mining},
      pages = {207--214},
      publisher = {{IEEE} Computer Society},
      year = {2016},
      }
  • H. Hang, A. Bashir, M. Faloutsos, C. Faloutsos, and T. Dumitras, ""Infect-me-not": A user-centric and site-centric study of web-based malware," in 2016 IFIP Networking Conference, Networking 2016 and Workshops, Vienna, Austria, May 17-19, 2016, 2016, pp. 234-242. [BIBTEX]
    @InProceedings{hang16,
      author = {Huy Hang and Adnan Bashir and Michalis Faloutsos and Christos Faloutsos and Tudor Dumitras},
      title = {"Infect-me-not": {A} user-centric and site-centric study of web-based malware},
      booktitle = {2016 {IFIP} Networking Conference, Networking 2016 and Workshops, Vienna, Austria, May 17-19, 2016},
      pages = {234--242},
      publisher = {{IEEE}},
      year = {2016},
      }
  • B. Hooi, H. A. Song, A. Beutel, N. Shah, K. Shin, and C. Faloutsos, "FRAUDAR: Bounding Graph Fraud in the Face of Camouflage," in Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016, pp. 895-904. [PDF] [BIBTEX]
    @InProceedings{hooi16,
      author = {Bryan Hooi and Hyun Ah Song and Alex Beutel and Neil Shah and Kijung Shin and Christos Faloutsos},
      title = {{FRAUDAR:} Bounding Graph Fraud in the Face of Camouflage},
      booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining},
      pages = {895--904},
      publisher = {{ACM}},
      year = {2016},
      url = {https://www.andrew.cmu.edu/user/bhooi/papers/fraudar_kdd16.pdf},
      }
  • B. Hooi, N. Shah, A. Beutel, S. Günnemann, L. Akoglu, M. Kumar, D. Makhija, and C. Faloutsos, "BIRDNEST: Bayesian Inference for Ratings-Fraud Detection," in Proceedings of the 2016 SIAM International Conference on Data Mining, 2016, pp. 495-503. [BIBTEX]
    @InProceedings{hooiSBGAKMF16,
      author = {Bryan Hooi and Neil Shah and Alex Beutel and Stephan G{\"{u}}nnemann and Leman Akoglu and Mohit Kumar and Disha Makhija and Christos Faloutsos},
      title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
      booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining},
      pages = {495--503},
      publisher = {{SIAM}},
      year = {2016},
      }
  • B. Hooi, H. A. Song, E. E. Papalexakis, R. Agrawal, and C. Faloutsos, "Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms," in Advances in Knowledge Discovery and Data Mining – 20th Pacific-Asia Conference, 2016, pp. 376-387. [BIBTEX]
    @InProceedings{hooiSPAF16,
      author = {Bryan Hooi and Hyun Ah Song and Evangelos E. Papalexakis and Rakesh Agrawal and Christos Faloutsos},
      title = {Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference},
      series = {Lecture Notes in Computer Science},
      volume = {9652},
      pages = {376--387},
      publisher = {Springer},
      year = {2016},
      }
  • M. -, C. Faloutsos, S. -, U. Kang, and J. Ha, "PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information," in Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, 2016, pp. 629-638. [BIBTEX]
    @InProceedings{jang16,
      author = {Min{-}Hee Jang and Christos Faloutsos and Sang{-}Wook Kim and U. Kang and Jiwoon Ha},
      editor = {Snehasis Mukhopadhyay and ChengXiang Zhai and Elisa Bertino and Fabio Crestani and Javed Mostafa and Jie Tang and Luo Si and Xiaofang Zhou and Yi Chang and Yunyao Li and Parikshit Sondhi},
      title = {{PIN-TRUST:} Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information},
      booktitle = {Proceedings of the 25th {ACM} International on Conference on Information and Knowledge Management},
      pages = {629--638},
      publisher = {{ACM}},
      year = {2016},
      }
  • M. Jiang, C. Faloutsos, and J. Han, "CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors," in Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016, pp. 945-954. [PDF] [BIBTEX]
    @InProceedings{ jiang16,
      author = {Meng Jiang and Christos Faloutsos and Jiawei Han},
      title = {CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors},
      booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining},
      pages = {945--954},
      publisher = {{ACM}},
      year = {2016},
      url = {http://doi.acm.org/10.1145/2939672.2939749},
      }
  • L. Ma, J. Arulraj, S. Zhao, A. Pavlo, S. R. Dulloor, M. J. Giardino, J. Parkhurst, J. L. Gardner, K. Doshi, and S. Zdonik, "Larger-than-memory Data Management on Modern Storage Hardware for In-memory OLTP Database Systems," in Proceedings of the 12th International Workshop on Data Management on New Hardware, 2016, p. 9:1-9:7. [PDF] [BIBTEX]
    @inproceedings{ma16,
      author = {Ma, Lin and Arulraj, Joy and Zhao, Sam and Pavlo, Andrew and Dulloor, Subramanya R. and Giardino, Michael J. and Parkhurst, Jeff and Gardner, Jason L. and Doshi, Kshitij and Zdonik, Stanley},
      title = {Larger-than-memory Data Management on Modern Storage Hardware for In-memory OLTP Database Systems},
      booktitle = {Proceedings of the 12th International Workshop on Data Management on New Hardware},
      series = {DaMoN '16},
      year = {2016},
      pages = {9:1--9:7},
      articleno = {9},
      numpages = {7},
      url = {http://db.cs.cmu.edu/papers/2016/ma-damon2016.pdf},
     }
  • S. Papadimitriou, A. Brockwell, and C. Faloutsos, "Adaptive, Automatic Stream Mining." Springer, 2016, pp. 499-528. [BIBTEX]
    @InCollection{papadimitriou16,
      author = {Spiros Papadimitriou and Anthony Brockwell and Christos Faloutsos},
      title = {Adaptive, Automatic Stream Mining},
      booktitle = {Data Stream Management - Processing High-Speed Data Streams},
      series = {Data-Centric Systems and Applications},
      pages = {499--528},
      publisher = {Springer},
      year = {2016},
      }
  • A. Pavlo and M. Aslett, "What’s Really New with NewSQL?," SIGMOD Rec., vol. 45, iss. 2, pp. 45-55, 2016. [PDF] [BIBTEX]
    @article{pavlo16,
      author = {Andrew Pavlo and Matthew Aslett},
      title = {What's Really New with NewSQL?},
      journal = {SIGMOD Rec.},
      issue_date = {June 2016},
      volume = {45},
      number = {2},
      month = {Sep},
      year = {2016},
      pages = {45--55},
      url={http://db.cs.cmu.edu/papers/2016/pavlo-newsql-sigmodrec2016.pdf},
      }
  • M. Serafini, R. Taft, A. J. Elmore, A. Pavlo, A. Aboulnaga, and M. Stonebraker, "Clay: Fine-Grained Adaptive Partitioning for General Database Schemas," Proc. VLDB Endow., vol. 10, pp. 445-456, 2016. [PDF] [BIBTEX]
    @article{serafini16,
      author = {Serafini, Marco and Taft, Rebecca and Elmore, Aaron J and Pavlo, Andrew and Aboulnaga, Ashraf and Stonebraker, Michael},
      title = {Clay: Fine-Grained Adaptive Partitioning for General Database Schemas},
      journal = {Proc. VLDB Endow.},
      volume = {10},
      issue = {4},
      month = {December},
      year = {2016},
      pages = {445--456},
      publisher = {VLDB Endowment},
      url = {http://hstore.cs.brown.edu/papers/hstore-clay.pdf},
     }
  • K. Shin, T. Eliassi-Rad, and C. Faloutsos, "CoreScope: Graph Mining Using k-Core Analysis – Patterns, Anomalies and Algorithms," in ICDM, 2016. [PDF] [BIBTEX]
    @inproceedings{shin2016corescope,
      author = {Kijung Shin and Tina Eliassi-Rad and Christos Faloutsos},
      title = {CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies and Algorithms},
      booktitle = {ICDM},
      year = {2016},
      url = {http://www.cs.cmu.edu/~kijungs/papers/kcoreICDM2016.pdf},
     }
  • K. Shin, B. Hooi, and C. Faloutsos, "M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees," in ECML/PKDD, 2016, pp. 264-280. [PDF] [BIBTEX]
    @inproceedings{shin2016mzoom,
      author = {Kijung Shin and Bryan Hooi and Christos Faloutsos},
      title = {M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees},
      booktitle = {ECML/PKDD},
      pages = {264--280},
      year = {2016},
      url = {http://www.cs.cmu.edu/~kijungs/papers/mzoomPKDD2016.pdf},
     }
  • X. Yu, A. Pavlo, D. Sanchez, and S. Devadas, "TicToc: Time Traveling Optimistic Concurrency Control," in Proceedings of the 2016 International Conference on Management of Data, 2016, pp. 1629-1642. [PDF] [BIBTEX]
    @inproceedings{yu16,
      author = {Yu, Xiangyao and Pavlo, Andrew and Sanchez, Daniel and Devadas, Srinivas},
      title = {TicToc: Time Traveling Optimistic Concurrency Control},
      booktitle = {Proceedings of the 2016 International Conference on Management of Data},
      series = {SIGMOD '16},
      year = {2016},
      pages = {1629--1642},
      numpages = {14},
      doi = {10.1145/2882903.2882935},
      url = {http://db.cs.cmu.edu/papers/2016/yu-sigmod2016.pdf},
     }
  • C. Zang, P. Cui, and C. Faloutsos, "Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications," in Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016, pp. 2015-2024. [BIBTEX]
    @InProceedings{zang16,
      author = {Chengxi Zang and Peng Cui and Christos Faloutsos},
      title = {Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications},
      booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining},
      pages = {2015--2024},
      publisher = {{ACM}},
      year = {2016},
      }
  • H. Zhang, D. G. Andersen, A. Pavlo, M. Kaminsky, L. Ma, and R. Shen, "Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes," in Proceedings of the 2016 International Conference on Management of Data, 2016, pp. 1567-1581. [PDF] [BIBTEX]
    @inproceedings{zhang16,
      author = {Zhang, Huanchen and Andersen, David G. and Pavlo, Andrew and Kaminsky, Michael and Ma, Lin and Shen, Rui},
      title = {Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes},
      booktitle = {Proceedings of the 2016 International Conference on Management of Data},
      series = {SIGMOD '16},
      year = {2016},
      pages = {1567--1581},
      numpages = {15},
      url = {http://db.cs.cmu.edu/papers/2016/zhang-sigmod2016.pdf},
     }
  • T. Zhang, P. Cui, C. Faloutsos, Y. Lu, H. Ye, W. Zhu, and S. Yang, "Come-and-Go Patterns of Group Evolution: A Dynamic Model," in Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016, pp. 1355-1364. [BIBTEX]
    @InProceedings{zhang16,
      author = {Tianyang Zhang and Peng Cui and Christos Faloutsos and Yunfei Lu and Hao Ye and Wenwu Zhu and Shiqiang Yang},
      title = {Come-and-Go Patterns of Group Evolution: {A} Dynamic Model},
      booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining},
      pages = {1355--1364},
      publisher = {{ACM}},
      year = {2016},
      }

2015

  • A. Beutel, A. Ahmed, and A. J. Smola, "ACCAMS: Additive Co-Clustering to Approximate Matrices Succinctly," in Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015, 2015, pp. 119-129. [PDF] [BIBTEX]
    @inproceedings{ACCAMS,
      author = {Alex Beutel and Amr Ahmed and Alexander J. Smola},
      title = {{ACCAMS:} Additive Co-Clustering to Approximate Matrices Succinctly},
      booktitle = {Proceedings of the 24th International Conference on World Wide Web, {WWW} 2015, Florence, Italy, May 18-22, 2015},
      pages = {119--129},
      year = {2015},
      crossref = {DBLP:conf/www/2015},
      url = {http://doi.acm.org/10.1145/2736277.2741091},
      doi = {10.1145/2736277.2741091},
      timestamp = {Mon, 25 May 2015 17:32:51 +0200},
      ee = {http://alexbeutel.com/papers/www2015_accams.pdf}
    }
  • C. Freire, W. Gatterbauer, N. Immerman, and A. Meliou, "The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries," PVLDB, vol. 9, iss. 3, pp. 180-191, 2015. [PDF] [BIBTEX]
    @article{FreireGIM15,
      author = {Cibele Freire and Wolfgang Gatterbauer and Neil Immerman and Alexandra Meliou},
      title = {The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries},
      journal = {{PVLDB}},
      volume = {9},
      number = {3},
      pages = {180--191},
      year = {2015},
      url = {http://www.vldb.org/pvldb/vol9/p180-freire.pdf},
      }
  • W. Gatterbauer, S. Günnemann, D. Koutra, and C. Faloutsos, "Linearized and Single-Pass Belief Propagation," PVLDB, vol. 8, iss. 5, pp. 581-592, 2015. [PDF] [BIBTEX]
    @article{GatterbauerGKF15,
      author = {Wolfgang Gatterbauer and Stephan G{\"{u}}nnemann and Danai Koutra and Christos Faloutsos},
      title = {Linearized and Single-Pass Belief Propagation},
      journal = {{PVLDB}},
      volume = {8},
      number = {5},
      pages = {581--592},
      year = {2015},
      url = {http://www.vldb.org/pvldb/vol8/p581-gatterbauer.pdf},
      biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/GatterbauerGKF15},
      }
  • W. Gatterbauer and D. Suciu, "Approximate Lifted Inference with Probabilistic Databases," PVLDB, vol. 8, iss. 5, pp. 629-640, 2015. [PDF] [BIBTEX]
    @article{GatterbauerS15,
      author = {Wolfgang Gatterbauer and Dan Suciu},
      title = {Approximate Lifted Inference with Probabilistic Databases},
      journal = {{PVLDB}},
      volume = {8},
      number = {5},
      pages = {629--640},
      year = {2015},
      url = {http://www.vldb.org/pvldb/vol8/p629-gatterbauer.pdf},
      biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/GatterbauerS15},
     }
  • M. Giatsoglou, D. Chatzakou, N. Shah, A. Beutel, C. Faloutsos, and A. Vakali, "ND-Sync: Detecting Synchronized Fraud Activities," in Advances in Knowledge Discovery and Data Mining – 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II, 2015, pp. 201-214. [PDF] [BIBTEX]
    @inproceedings{NDSync,
      author = {Maria Giatsoglou and Despoina Chatzakou and Neil Shah and Alex Beutel and Christos Faloutsos and Athena Vakali},
      title = {ND-Sync: Detecting Synchronized Fraud Activities},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part {II}},
      pages = {201--214},
      year = {2015},
      crossref = {DBLP:conf/pakdd/2015-2},
      url = {http://dx.doi.org/10.1007/978-3-319-18032-8_16},
      doi = {10.1007/978-3-319-18032-8_16},
      timestamp = {Sun, 11 Oct 2015 19:15:09 +0200},
     }
  • J. Arulraj, A. Pavlo, and S. R. Dulloor, "Let’s Talk About Storage \& Recovery Methods for Non-Volatile Memory Database Systems," in Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, 2015, pp. 707-722. [PDF] [BIBTEX]
    @inproceedings{arulraj15,
      author = {Arulraj, Joy and Pavlo, Andrew and Dulloor, Subramanya R.},
      title = {Let's Talk About Storage \& Recovery Methods for Non-Volatile Memory Database Systems},
      booktitle = {Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data},
      series = {SIGMOD '15},
      year = {2015},
      pages = {707--722},
      url = {http://db.cs.cmu.edu/papers/2015/p707-arulraj.pdf},
     }
  • M. Jiang, A. Beutel, P. Cui, B. Hooi, S. Yang, and C. Faloutsos, "A General Suspiciousness Metric for Dense Blocks in Multimodal Data," in ICDM, 2015. [BIBTEX]
    @inproceedings{crossspot, title={A General Suspiciousness Metric for Dense Blocks in Multimodal Data},
      author={Meng Jiang and Alex Beutel and Peng Cui and Bryan Hooi and Shiqiang Yang and Christos Faloutsos},
      booktitle={ICDM},
      year={2015},
      organization={IEEE},
      ee = {http://alexbeutel.com/papers/crossspot-icdm15-paper.pdf},
     }
  • A. J. Elmore, V. Arora, R. Taft, A. Pavlo, D. Agrawal, and A. El Abbadi, "Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases," in Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, 2015, pp. 299-313. [PDF] [BIBTEX]
    @inproceedings{elmore15,
      author = {Elmore, Aaron J. and Arora, Vaibhav and Taft, Rebecca and Pavlo, Andrew and Agrawal, Divyakant and El Abbadi, Amr},
      title = {Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases},
      booktitle = {Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data},
      series = {SIGMOD '15},
      year = {2015},
      pages = {299--313},
      url = {http://db.cs.cmu.edu/papers/2015/p299-elmore.pdf},
     }
  • J. Meehan, N. Tatbul, S. Zdonik, C. Aslantas, U. Çetintemel, J. Du, T. Kraska, S. Madden, D. Maier, A. Pavlo, M. Stonebraker, K. Tufte, and H. Wang, "S-Store: Streaming Meets Transaction Processing," PVLDB, vol. 8, iss. 13, pp. 2134-2145, 2015. [PDF] [BIBTEX]
    @article{meehan15,
      author = {John Meehan and Nesime Tatbul and Stan Zdonik and Cansu Aslantas and Ugur {\c{C}}etintemel and Jiang Du and Tim Kraska and Samuel Madden and David Maier and Andrew Pavlo and Michael Stonebraker and Kristin Tufte and Hao Wang},
      title = {S-Store: Streaming Meets Transaction Processing},
      journal = {{PVLDB}},
      volume = {8},
      number = {13},
      pages = {2134--2145},
      year = {2015},
      url = {http://db.cs.cmu.edu/papers/2015/p2134-meehan.pdf},
     }
  • A. Pavlo, "Emerging Hardware Trends in Large-Scale Transaction Processing," IEEE Internet Computing, vol. 19, iss. 3, pp. 68-71, 2015. [PDF] [BIBTEX]
    @article{pavlo15,
      author = {Andrew Pavlo},
      title = {Emerging Hardware Trends in Large-Scale Transaction Processing},
      journal = {IEEE Internet Computing},
      volume = {19},
      number = {3},
      month = {May/June},
      year = {2015},
      pages = {68--71},
      url = {http://www.cs.cmu.edu/~pavlo/static/papers/IC_20150501_May_2015.pdf},
     }
  • D. Van Aken, D. E. Difallah, A. Pavlo, C. Curino, and P. Cudré-Mauroux, "BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed," in Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, 2015, pp. 1069-1073. [PDF] [BIBTEX]
    @inproceedings{vanaken15,
      author = {Van Aken, Dana and Difallah, Djellel E. and Pavlo, Andrew and Curino, Carlo and Cudr{\'e}-Mauroux, Philippe},
      title = {BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed},
      booktitle = {Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data},
      series = {SIGMOD '15},
      year = {2015},
      pages = {1069--1073},
      url = {http://db.cs.cmu.edu/papers/2015/p1069-vanaken.pdf},
     }
  • L. Xu, A. Pavlo, S. Sengupta, J. Li, and G. R. Ganger, "Reducing Replication Bandwidth for Distributed Document Databases," in Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015, pp. 222-235. [PDF] [BIBTEX]
    @inproceedings{xu15,
      author = {Xu, Lianghong and Pavlo, Andrew and Sengupta, Sudipta and Li, Jin and Ganger, Gregory R.},
      title = {Reducing Replication Bandwidth for Distributed Document Databases},
      booktitle = {Proceedings of the Sixth ACM Symposium on Cloud Computing},
      series = {SoCC '15},
      year = {2015},
      pages = {222--235},
      numpages = {14},
      url = {http://db.cs.cmu.edu/papers/2015/socc15-sdedup.pdf},
     }

2014

  • M. Araujo, S. Papadimitriou, S. Günnemann, C. Faloutsos, P. Basu, A. Swami, E. Papalexakis, and D. Koutra, "Com2: Fast Automatic Discovery of Temporal (‘Comet’) Communities," in PAKDD, 2014. [BIBTEX]
    @inproceedings{Araujo14,
      author = {Miguel Araujo and Spiros Papadimitriou and Stephan Günnemann and Christos Faloutsos and Prithwish Basu and Ananthram Swami and Evangelos Papalexakis and Danai Koutra},
      title = {Com2: Fast Automatic Discovery of Temporal ('Comet') Communities},
      booktitle = {PAKDD},
      year = {2014},
      }
  • M. Araujo, S. Günnemann, G. Mateos, and C. Faloutsos, "Beyond Blocks: Hyperbolic Community Detection," in PKDD, 2014. [BIBTEX]
    @inproceedings{AraujoGGF14,
      author = {Miguel Araujo and Stephan G{\"u}nnemann and Gonzalo Mateos and Christos Faloutsos},
      title = {Beyond Blocks: Hyperbolic Community Detection},
      booktitle = {PKDD},
      year = {2014}
    }
  • A. Beutel, K. Murray, C. Faloutsos, and A. J. Smola, "CoBaFi: Collaborative Bayesian Filtering," in WWW, 2014, pp. 97-108. [BIBTEX]
    @INPROCEEDINGS{Coabfi,
      author = {Alex Beutel and Kenton Murray and Christos Faloutsos and Alexander J. Smola},
      title = {CoBaFi: Collaborative Bayesian Filtering},
      booktitle = {WWW},
      year = {2014},
      pages = {97-108},
      ee = {http://doi.acm.org/10.1145/2566486.2568040},
     }
  • A. Beutel, A. Kumar, E. E. Papalexakis, P. P. Talukdar, C. Faloutsos, and E. P. Xing, "FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop," in SDM, 2014. [BIBTEX]
    @INPROCEEDINGS{FlexiFaCT,
      author = {Alex Beutel and Abhimanu Kumar and Evangelos E. Papalexakis and Partha Pratim Talukdar and Christos Faloutsos and Eric P. Xing},
      title = {FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop},
      booktitle = {SDM},
      year = {2014},
      ee = {http://alexbeutel.com/papers/sdm2014.flexifact.pdf},
     }
  • A. Kumar, A. Beutel, Q. Ho, and E. P. Xing, "Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models," in AISTATS, 2014. [BIBTEX]
    @INPROCEEDINGS{Fugue,
      author = {Abhimanu Kumar and Alex Beutel and Qirong Ho and Eric P. Xing},
      title = {Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models},
      booktitle = {AISTATS},
      year = {2014},
      ee = {http://alexbeutel.com/papers/aistats2014.fugue.pdf},
     }
  • S. Günnemann, I. Färber, M. Rüdiger, and T. Seidl, "SMVC: Semi-Supervised Multi-View Clustering in Subspace Projections," in KDD, 2014. [BIBTEX]
    @inproceedings{GunnemannFRS14,
      author = {Stephan G{\"u}nnemann and Ines F{\"a}rber and Matthias R{\"u}diger and Thomas Seidl},
      title = {SMVC: Semi-Supervised Multi-View Clustering in Subspace Projections },
      booktitle = {KDD},
      year = {2014}
    }
  • S. Günnemann, N. Günnemann, and C. Faloutsos, "Detecting Anomalies in Dynamic Rating Data: A Robust Probabilistic Model for Rating Evolution," in KDD, 2014. [BIBTEX]
    @inproceedings{GunnemannGF14,
      author = {Stephan G{\"u}nnemann and Nikou G{\"u}nnemann and Christos Faloutsos},
      title = {Detecting Anomalies in Dynamic Rating Data: A Robust Probabilistic Model for Rating Evolution},
      booktitle = {KDD},
      year = {2014},
     }
  • N. Günnemann, S. Günnemann, and C. Faloutsos, "Robust Multivariate Autoregression for Anomaly Detection in Dynamic Product Ratings," in WWW, 2014, pp. 361-372. [BIBTEX]
    @inproceedings{GunnemannGF14,
      author = {Nikou G{\"u}nnemann and Stephan G{\"u}nnemann and Christos Faloutsos},
      title = {Robust Multivariate Autoregression for Anomaly Detection in Dynamic Product Ratings},
      booktitle = {WWW},
      year = {2014},
      pages = {361-372},
      ee = {http://doi.acm.org/10.1145/2566486.2568008},
      crossref = {DBLP:conf/www/2014},
      bibsource = {DBLP, http://dblp.uni-trier.de},
     }
  • M. Jiang, P. Cui, A. Beutel, C. Faloutsos, and S. Yang, "Inferring Strange Behavior from Connectivity Pattern in Social Networks," in PAKDD, 2014. [BIBTEX]
    @INPROCEEDINGS{Jiang:PAKDD2014,
      author = {Meng Jiang and Peng Cui and Alex Beutel and Christos Faloutsos and Shiqiang Yang},
      title = {Inferring Strange Behavior from Connectivity Pattern in Social Networks},
      booktitle = {PAKDD},
      year = {2014},
      ee = {http://alexbeutel.com/papers/pakdd2014.getthescoop.pdf},
     }
  • U. Kang, B. Meeder, E. E. Papalexakis, and C. Faloutsos, "HEigen: Spectral Analysis for Billion-Scale Graphs," IEEE Trans. Knowl. Data Eng., vol. 26, iss. 2, pp. 350-362, 2014. [BIBTEX]
    @ARTICLE{Kang2014,
      author = {U. Kang and Brendan Meeder and Evangelos E. Papalexakis and Christos Faloutsos},
      title = {HEigen: Spectral Analysis for Billion-Scale Graphs},
      journal = {IEEE Trans. Knowl. Data Eng.},
      year = {2014},
      volume = {26},
      pages = {350-362},
      number = {2},
      bdsk-url-1 = {http://doi.ieeecomputersociety.org/10.1109/TKDE.2012.244},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • U. Kang, J. Lee, D. Koutra, and C. Faloutsos, "Net-Ray: Visualizing and Mining Billion-Scale Graphs," in PAKDD, 2014. [PDF] [BIBTEX]
    @inproceedings{Kang2014netray,
      author = {U. Kang and Jay-Yoon Lee and Danai Koutra and Christos Faloutsos},
      title = {Net-Ray: Visualizing and Mining Billion-Scale Graphs},
      booktitle = {PAKDD},
      year = {2014},
      url={http://www.cs.cmu.edu/~dkoutra/papers/netray.pdf},
     }
  • T. Kötter, S. Günnemann, C. Faloutsos, and M. Berthold, "Fault-tolerant Concept Detection in Information Networks," in PAKDD, 2014. [BIBTEX]
    @inproceedings{KotterGFB14,
      author = {Tobias K{\"o}tter and Stephan G{\"u}nnemann and Christos Faloutsos and Michael Berthold},
      title = {Fault-tolerant Concept Detection in Information Networks},
      booktitle = {PAKDD},
      year = {2014},
     }
  • A. B. Prakash, J. Vreeken, and C. Faloutsos, "Efficiently spotting the starting points of an epidemic in a large graph," Knowl. Inf. Syst., vol. 38, iss. 1, pp. 35-59, 2014. [BIBTEX]
    @ARTICLE{Prakash2014,
      author = {B. Aditya Prakash and Jilles Vreeken and Christos Faloutsos},
      title = {Efficiently spotting the starting points of an epidemic in a large graph},
      journal = {Knowl. Inf. Syst.},
      year = {2014},
      volume = {38},
      pages = {35-59},
      number = {1},
      bdsk-url-1 = {http://dx.doi.org/10.1007/s10115-013-0671-5},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • U. Cetintemel, J. Du, T. Kraska, S. Madden, D. Maier, J. Meehan, A. Pavlo, M. Stonebraker, E. Sutherland, N. Tatbul, K. Tufte, H. Wang, and S. Zdonik, "S-Store: A Streaming NewSQL System for Big Velocity Applications," Proc. VLDB Endow., vol. 7, iss. 13, 2014. [PDF] [BIBTEX]
    @article{cetintemel14,
      author = {Ugur Cetintemel and Jiang Du and Tim Kraska and Samuel Madden and David Maier and John Meehan and Andrew Pavlo and Michael Stonebraker and Erik Sutherland and Nesime Tatbul and Kristin Tufte and Hao Wang and Stanley Zdonik},
      title = {S-Store: A Streaming NewSQL System for Big Velocity Applications},
      journal = {Proc. VLDB Endow.},
      volume = {7},
      number = {13},
      year = {2014},
      url = {http://www.cs.cmu.edu/~pavlo/static/papers/sstore_vldb14.pdf},
     }
  • J. DeBrabant, J. Arulraj, A. Pavlo, M. Stonebraker, S. Zdonik, and S. Dulloor, "A Prolegomenon on OLTP Database Systems for Non-Volatile Memory," in ADMS@VLDB, 2014, pp. 57-63. [PDF] [BIBTEX]
    @inproceedings{debrabant14,
      author = {DeBrabant, Justin and Arulraj, Joy and Pavlo, Andrew and Stonebraker, Michael and Zdonik, Stan and Dulloor, Subramanya},
      title = {A Prolegomenon on OLTP Database Systems for Non-Volatile Memory},
      booktitle = {ADMS@VLDB},
      pages = {57--63},
      year = {2014},
      url = {http://hstore.cs.brown.edu/papers/hstore-nvm.pdf},
     }
  • W. Gatterbauer and D. Suciu, "Oblivious bounds on the probability of Boolean functions," ACM Trans. Database Syst., vol. 39, iss. 1, p. 5, 2014. [PDF] [BIBTEX]
    @article{gatterbauerS14,
      author = {Wolfgang Gatterbauer and Dan Suciu},
      title = {Oblivious bounds on the probability of {B}oolean functions},
      journal = {{ACM} Trans. Database Syst.},
      year = {2014},
      volume = {39},
      number = {1},
      pages = {5},
      url = {http://doi.acm.org/10.1145/2532641},
      url2 = {http://arxiv.org/abs/1409.6052},
      doi = {10.1145/2532641},
     }
  • M. Jiang, P. Cui, A. Beutel, C. Faloutsos, and S. Yang, "CatchSync: Catching Synchronized Behavior in Large Directed Graphs," in Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, 2014, pp. 941-950. [BIBTEX]
    @inproceedings{jiang2014catchsync, title={CatchSync: Catching Synchronized Behavior in Large Directed Graphs},
      author={Jiang, Meng and Cui, Peng and Beutel, Alex and Faloutsos, Christos and Yang, Shiqiang},
      booktitle={Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining},
      pages={941--950},
      year={2014},
      organization={ACM},
      ee = {http://alexbeutel.com/papers/kdd2014.catchsync.pdf},
     }
  • D. Koutra, U. Kang, J. Vreeken, and C. Faloutsos, "VOG: Summarizing and Understanding Large Graphs," in SDM, 2014. [PDF] [BIBTEX]
    @inproceedings{koutra2014vog, title={VOG: Summarizing and Understanding Large Graphs},
      author={Koutra, Danai and Kang, U and Vreeken, Jilles and Faloutsos, Christos},
      booktitle={SDM},
      year={2014},
      url={http://www.cs.cmu.edu/~dkoutra/papers/VoG.pdf},
     }
  • N. Shah, A. Beutel, B. Gallagher, and C. Faloutsos, "Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective," in ICDM, 2014. [BIBTEX]
    @inproceedings{shah2014fbox, title={Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective},
      author={Shah, Neil and Beutel, Alex and Gallagher, Brian and Faloutsos, Christos},
      booktitle={ICDM},
      year={2014},
      organization={IEEE},
      ee = {http://alexbeutel.com/papers/icdm2014_fbox.pdf},
     }
  • M. Stonebraker, A. Pavlo, R. Taft, and M. L. Brodie, "Enterprise Database Applications and the Cloud: A Difficult Road Ahead," in Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014, pp. 1-6. [BIBTEX]
    @inproceedings{stonebraker2014,
      author = {Stonebraker, Michael and Pavlo, Andrew and Taft, Rebecca and Brodie, Michael L.},
      title = {Enterprise Database Applications and the Cloud: A Difficult Road Ahead},
      booktitle = {Proceedings of the 2014 IEEE International Conference on Cloud Engineering},
      series = {IC2E '14},
      year = {2014},
      pages = {1--6},
      numpages = {6},
      }
  • R. Taft, E. Mansour, M. Serafini, J. Duggan, A. J. Elmore, A. Aboulnaga, A. Pavlo, and M. Stonebraker, "E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing," Proc. VLDB Endow., vol. 8, pp. 245-256, 2014. [PDF] [BIBTEX]
    @article{taft2014,
      author = {Taft, Rebecca and Mansour, Essam and Serafini, Marco and Duggan, Jennie and Elmore, Aaron J and Aboulnaga, Ashraf and Pavlo, Andrew and Stonebraker, Michael},
      title = {{E}-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing},
      journal = {Proc. VLDB Endow.},
      volume = {8},
      issue = {3},
      month = {November},
      year = {2014},
      pages = {245--256},
      publisher = {VLDB Endowment},
      url = {http://hstore.cs.brown.edu/papers/hstore-elastic.pdf},
     }
  • X. Yu, G. Bezerra, A. Pavlo, S. Devadas, and M. Stonebraker, "Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores," Proc. VLDB Endow., vol. 8, pp. 209-220, 2014. [PDF] [BIBTEX]
    @article{yu2014,
      author = {Yu, Xiangyao and Bezerra, George and Pavlo, Andrew and Devadas, Srinivas and Stonebraker, Michael},
      title = {Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores},
      journal = {Proc. VLDB Endow.},
      volume = {8},
      issue = {3},
      month = {November},
      year = {2014},
      pages = {209--220},
      publisher = {VLDB Endowment},
      url = {http://www.vldb.org/pvldb/vol8/p209-yu.pdf},
     }

2013

  • L. A. Adamic, C. Faloutsos, T. J. Iwashyna, A. B. Prakash, and H. Tong, "Fractional Immunization in Networks," in SDM, 2013, pp. 659-667. [BIBTEX]
    @INPROCEEDINGS{Adamic2013,
      author = {Lada A. Adamic and Christos Faloutsos and Theodore J. Iwashyna and B. Aditya Prakash and Hanghang Tong},
      title = {Fractional Immunization in Networks},
      booktitle = {SDM},
      year = {2013},
      pages = {659-667},
      bdsk-url-1 = {http://knowledgecenter.siam.org/77SDM/},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sdm/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • L. Akoglu, R. Chandy, and C. Faloutsos, "Opinion Fraud Detection in Online Reviews by Network Effects," in ICWSM, 2013. [BIBTEX]
    @INPROCEEDINGS{Akoglu2013,
      author = {Leman Akoglu and Rishi Chandy and Christos Faloutsos},
      title = {Opinion Fraud Detection in Online Reviews by Network Effects},
      booktitle = {ICWSM},
      year = {2013},
      bdsk-url-1 = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/5981},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icwsm/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • L. Akoglu, D. H. Chau, C. Faloutsos, N. Tatti, H. Tong, and J. Vreeken, "Mining Connection Pathways for Marked Nodes in Large Graphs," in SDM, 2013, pp. 37-45. [BIBTEX]
    @INPROCEEDINGS{Akoglu2013a,
      author = {Leman Akoglu and Duen Horng Chau and Christos Faloutsos and Nikolaj Tatti and Hanghang Tong and Jilles Vreeken},
      title = {Mining Connection Pathways for Marked Nodes in Large Graphs},
      booktitle = {SDM},
      year = {2013},
      pages = {37-45},
      bdsk-url-1 = {http://knowledgecenter.siam.org/89SDM/},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sdm/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • L. Akoglu and C. Faloutsos, "Anomaly, event, and fraud detection in large network datasets," in WSDM, 2013, pp. 773-774. [BIBTEX]
    @INPROCEEDINGS{Akoglu2013b,
      author = {Leman Akoglu and Christos Faloutsos},
      title = {Anomaly, event, and fraud detection in large network datasets},
      booktitle = {WSDM},
      year = {2013},
      pages = {773-774},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2433396.2433496},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/wsdm/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • M. Berlingerio, D. Koutra, T. Eliassi-Rad, and C. Faloutsos, "Network similarity via multiple social theories," in ASONAM, 2013, pp. 1439-1440. [BIBTEX]
    @INPROCEEDINGS{Berlingerio2013,
      author = {Michele Berlingerio and Danai Koutra and Tina Eliassi-Rad and Christos Faloutsos},
      title = {Network similarity via multiple social theories},
      booktitle = {ASONAM},
      year = {2013},
      pages = {1439-1440},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2492517.2492582},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/asunam/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • A. Beutel, W. Xu, V. Guruswami, C. Palow, and C. Faloutsos, "CopyCatch: stopping group attacks by spotting lockstep behavior in social networks," in WWW, 2013, pp. 119-130. [BIBTEX]
    @INPROCEEDINGS{Beutel2013,
      author = {Alex Beutel and Wanhong Xu and Venkatesan Guruswami and Christopher Palow and Christos Faloutsos},
      title = {CopyCatch: stopping group attacks by spotting lockstep behavior in social networks},
      booktitle = {WWW},
      year = {2013},
      pages = {119-130},
      bdsk-url-1 = {http://dl.acm.org/citation.cfm?id=2488400},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/www/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500},
     }
  • B. Boden, S. Günnemann, H. Hoffmann, and T. Seidl, "RMiCS: a robust approach for mining coherent subgraphs in edge-labeled multi-layer graphs," in SSDBM, 2013, p. 23. [BIBTEX]
    @inproceedings{BodenGHS13,
      author = {Brigitte Boden and Stephan G{\"u}nnemann and Holger Hoffmann and Thomas Seidl},
      title = {RMiCS: a robust approach for mining coherent subgraphs in edge-labeled multi-layer graphs},
      booktitle = {SSDBM},
      year = {2013},
      pages = {23},
      ee = {http://doi.acm.org/10.1145/2484838.2484860},
      crossref = {DBLP:conf/ssdbm/2013},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • P. Bogdanov, C. Faloutsos, M. M. i, E. E. Papalexakis, R. Ranca, and A. K. Singh, "NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks," in SDM, 2013, pp. 28-36. [BIBTEX]
    @INPROCEEDINGS{Bogdanov2013,
      author = {Petko Bogdanov and Christos Faloutsos and Misael Mongiov\`{\i} and Evangelos E. Papalexakis and Razvan Ranca and Ambuj K. Singh},
      title = {NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks},
      booktitle = {SDM},
      year = {2013},
      pages = {28-36},
      bdsk-url-1 = {http://knowledgecenter.siam.org/129SDM/},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sdm/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • R. L. F. Cordeiro, C. Faloutsos, and C. T. Jr., Data Mining in Large Sets of Complex Data, Springer, 2013. [BIBTEX]
    @BOOK{Cordeiro2013, title = {Data Mining in Large Sets of Complex Data},
      publisher = {Springer},
      year = {2013},
      author = {Robson Leonardo Ferreira Cordeiro and Christos Faloutsos and Caetano Traina Jr.},
      pages = {I-XI, 1-116},
      series = {Springer Briefs in Computer Science},
      bdsk-url-1 = {http://dx.doi.org/10.1007/978-1-4471-4890-6},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500},
      isbn = {978-1-4471-4889-0}
    }
  • R. L. F. Cordeiro, A. J. M. Traina, C. Faloutsos, and C. T. Jr., "Halite: Fast and Scalable Multiresolution Local-Correlation Clustering," IEEE Trans. Knowl. Data Eng., vol. 25, iss. 2, pp. 387-401, 2013. [BIBTEX]
    @ARTICLE{Cordeiro2013a,
      author = {Robson Leonardo Ferreira Cordeiro and Agma J. M. Traina and Christos Faloutsos and Caetano Traina Jr.},
      title = {Halite: Fast and Scalable Multiresolution Local-Correlation Clustering},
      journal = {IEEE Trans. Knowl. Data Eng.},
      year = {2013},
      volume = {25},
      pages = {387-401},
      number = {2},
      bdsk-url-1 = {http://doi.ieeecomputersociety.org/10.1109/TKDE.2011.176},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • D. E. Difallah, A. Pavlo, C. Curino, and P. Cudré-Mauroux, "OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases," PVLDB, vol. 7, iss. 4, pp. 277-288, 2013. [PDF] [BIBTEX]
    @article{DifallahPCC13,
      author = {Djellel Eddine Difallah and Andrew Pavlo and Carlo Curino and Philippe Cudr{\'e}-Mauroux},
      title = {OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases},
      journal = {PVLDB},
      volume = {7},
      number = {4},
      year = {2013},
      pages = {277--288},
      url = {http://www.cs.cmu.edu/~pavlo/static/papers/oltpbench-vldb.pdf},
     }
  • C. Faloutsos, D. Koutra, and J. T. Vogelstein, "DELTACON: A Principled Massive-Graph Similarity Function," in SDM, 2013, pp. 162-170. [BIBTEX]
    @INPROCEEDINGS{Faloutsos2013,
      author = {Christos Faloutsos and Danai Koutra and Joshua T. Vogelstein},
      title = {DELTACON: A Principled Massive-Graph Similarity Function},
      booktitle = {SDM},
      year = {2013},
      pages = {162-170},
      bdsk-url-1 = {http://knowledgecenter.siam.org/105SDM/},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sdm/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • B. Fu, J. Lin, L. Li, C. Faloutsos, J. I. Hong, and N. M. Sadeh, "Why people hate your app: making sense of user feedback in a mobile app store," in KDD, 2013, pp. 1276-1284. [BIBTEX]
    @INPROCEEDINGS{Fu2013,
      author = {Bin Fu and Jialiu Lin and Lei Li and Christos Faloutsos and Jason I. Hong and Norman M. Sadeh},
      title = {Why people hate your app: making sense of user feedback in a mobile app store},
      booktitle = {KDD},
      year = {2013},
      pages = {1276-1284},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2487575.2488202},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/kdd/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • S. Günnemann and C. Faloutsos, "Mixed Membership Subspace Clustering," in ICDM, 2013, pp. 221-230. [BIBTEX]
    @INPROCEEDINGS{Gunnemann2013,
      author = {Stephan G{\"u}nnemann and Christos Faloutsos},
      title = {Mixed Membership Subspace Clustering},
      booktitle = {ICDM},
      year = {2013},
      pages = {221-230},
      bdsk-url-1 = {http://dx.doi.org/10.1109/ICDM.2013.109},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icdm/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • S. Günnemann, I. Färber, B. Boden, and T. Seidl, "GAMer: a synthesis of subspace clustering and dense subgraph mining," Knowledge and Information Systems, pp. 1-36, 2013. [BIBTEX]
    @article{Gunnemann2013gamer, title={GAMer: a synthesis of subspace clustering and dense subgraph mining},
      author={G{\"u}nnemann, Stephan and F{\"a}rber, Ines and Boden, Brigitte and Seidl, Thomas},
      journal={Knowledge and Information Systems},
      pages={1--36},
      year={2013},
      publisher={Springer}
    }
  • S. Günnemann, I. Färber, S. Raubach, and T. Seidl, "Spectral Subspace Clustering for Graphs with Feature Vectors," in ICDM, 2013, pp. 231-240. [BIBTEX]
    @inproceedings{GunnemannFRS13,
      author = {Stephan G{\"u}nnemann and Ines F{\"a}rber and Sebastian Raubach and Thomas Seidl},
      title = {Spectral Subspace Clustering for Graphs with Feature Vectors},
      booktitle = {ICDM},
      year = {2013},
      pages = {231-240},
      ee = {http://dx.doi.org/10.1109/ICDM.2013.110},
      crossref = {DBLP:conf/icdm/2013},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • J. F. R. Jr., H. Tong, J. Pan, A. J. M. Traina, C. T. Jr., and C. Faloutsos, "Large Graph Analysis in the GMine System," IEEE Trans. Knowl. Data Eng., vol. 25, iss. 1, pp. 106-118, 2013. [BIBTEX]
    @ARTICLE{Jr.2013,
      author = {Jos{\'e} Fernando Rodrigues Jr. and Hanghang Tong and Jia-Yu Pan and Agma J. M. Traina and Caetano Traina Jr. and Christos Faloutsos},
      title = {Large Graph Analysis in the GMine System},
      journal = {IEEE Trans. Knowl. Data Eng.},
      year = {2013},
      volume = {25},
      pages = {106-118},
      number = {1},
      bdsk-url-1 = {http://dx.doi.org/10.1109/TKDE.2011.199},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • S. Kim, C. Faloutsos, and H. Yang, "EEG-MINE: Mining and Understanding Epilepsy Data," in PAKDD Workshops, 2013, pp. 155-167. [BIBTEX]
    @INPROCEEDINGS{Kim2013,
      author = {Sun-Hee Kim and Christos Faloutsos and Hyung-Jeong Yang},
      title = {EEG-MINE: Mining and Understanding Epilepsy Data},
      booktitle = {PAKDD Workshops},
      year = {2013},
      pages = {155-167},
      bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-642-40319-4_14},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/pakdd/2013-w},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • S. Kim, C. Faloutsos, and H. Yang, "Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG," Comp. Math. Methods in Medicine, vol. 2013, 2013. [BIBTEX]
    @ARTICLE{Kim2013a,
      author = {Sun-Hee Kim and Christos Faloutsos and Hyung-Jeong Yang},
      title = {Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG},
      journal = {Comp. Math. Methods in Medicine},
      year = {2013},
      volume = {2013},
      bdsk-url-1 = {http://dx.doi.org/10.1155/2013/545613},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 22:54:51 -0500},
      date-modified = {2014-02-08 22:54:51 -0500}
    }
  • D. Koutra, V. Koutras, A. B. Prakash, and C. Faloutsos, "Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model," in PAKDD (1), 2013, pp. 201-212. [BIBTEX]
    @INPROCEEDINGS{Koutra2013,
      author = {Danai Koutra and Vasileios Koutras and B. Aditya Prakash and Christos Faloutsos},
      title = {Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model},
      booktitle = {PAKDD (1)},
      year = {2013},
      pages = {201-212},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-642-37453-1_17}
    }
  • D. Koutra, Y. Gong, S. Ryman, R. Jung, J. Vogelstein, and C. Faloutsos, "Are all brains wired equally?," in Proceedings of the 19th Annual Meeting of the Organization for Human Brain Mapping (OHBM), 2013. [PDF] [BIBTEX]
    @inproceedings{KoutraYSRJC13,
      author = {Danai Koutra and Yu Gong and Sephira Ryman and Rex Jung and Joshua Vogelstein and Christos Faloutsos},
      title = {Are all brains wired equally?},
      booktitle = {Proceedings of the 19th Annual Meeting of the Organization for Human Brain Mapping (OHBM)},
      year = {2013},
      url={http://www.cs.cmu.edu/~dkoutra/papers/are_all_brains_wired_equally_ohbm13_poster.pdf},
     }
  • H. Kremer, S. Günnemann, A. Held, and T. Seidl, "An Evaluation Framework for Temporal Subspace Clustering Approaches," in ICDM Workshops, 2013, pp. 1089-1092. [BIBTEX]
    @inproceedings{KremerGHS13,
      author = {Hardy Kremer and Stephan G{\"u}nnemann and Arne Held and Thomas Seidl},
      title = {An Evaluation Framework for Temporal Subspace Clustering Approaches},
      booktitle = {ICDM Workshops},
      year = {2013},
      pages = {1089-1092},
      ee = {http://doi.ieeecomputersociety.org/10.1109/ICDMW.2013.24},
      crossref = {DBLP:conf/icdm/2013w},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • H. Kremer, S. Günnemann, S. Wollwage, and T. Seidl, "Nesting the earth mover’s distance for effective cluster tracing," in SSDBM, 2013, p. 34. [BIBTEX]
    @inproceedings{KremerGWS13,
      author = {Hardy Kremer and Stephan G{\"u}nnemann and Simon Wollwage and Thomas Seidl},
      title = {Nesting the earth mover's distance for effective cluster tracing},
      booktitle = {SSDBM},
      year = {2013},
      pages = {34},
      ee = {http://doi.acm.org/10.1145/2484838.2484881},
      crossref = {DBLP:conf/ssdbm/2013},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • J. Y. Lee, U. Kang, D. Koutra, and C. Faloutsos, "Fast anomaly detection despite the duplicates," in WWW (Companion Volume), 2013, pp. 195-196. [BIBTEX]
    @INPROCEEDINGS{Lee2013,
      author = {Jay Yoon Lee and U. Kang and Danai Koutra and Christos Faloutsos},
      title = {Fast anomaly detection despite the duplicates},
      booktitle = {WWW (Companion Volume)},
      year = {2013},
      pages = {195-196},
      bdsk-url-1 = {http://dl.acm.org/citation.cfm?id=2487886},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/www/2013c},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • G. Li, S. Günnemann, and M. J. Zaki, "Stochastic subspace search for top-k multi-view clustering," in MultiClust@KDD, 2013, p. 3. [BIBTEX]
    @inproceedings{LiGZ13,
      author = {Geng Li and Stephan G{\"u}nnemann and Mohammed J. Zaki},
      title = {Stochastic subspace search for top-k multi-view clustering},
      booktitle = {MultiClust@KDD},
      year = {2013},
      pages = {3},
      ee = {http://doi.acm.org/10.1145/2501006.2501010},
      crossref = {DBLP:conf/multiclust/2013},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • Y. Matsubara, L. Li, E. E. Papalexakis, D. Lo, Y. Sakurai, and C. Faloutsos, "F-Trail: Finding Patterns in Taxi Trajectories," in PAKDD (1), 2013, pp. 86-98. [BIBTEX]
    @INPROCEEDINGS{Matsubara2013,
      author = {Yasuko Matsubara and Lei Li and Evangelos E. Papalexakis and David Lo and Yasushi Sakurai and Christos Faloutsos},
      title = {F-Trail: Finding Patterns in Taxi Trajectories},
      booktitle = {PAKDD (1)},
      year = {2013},
      pages = {86-98},
      bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-642-37453-1_8},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/pakdd/2013-1},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • T. Mattson, D. A. Bader, J. W. Berry, A. Buluç, J. Dongarra, C. Faloutsos, J. Feo, J. R. Gilbert, J. Gonzalez, B. Hendrickson, J. Kepner, C. E. Leiserson, A. Lumsdaine, D. A. Padua, S. Poole, S. Reinhardt, M. Stonebraker, S. Wallach, and A. Yoo, "Standards for graph algorithm primitives," in HPEC, 2013, pp. 1-2. [BIBTEX]
    @INPROCEEDINGS{Mattson2013,
      author = {Tim Mattson and David A. Bader and Jonathan W. Berry and Aydin Bulu\c{c} and Jack Dongarra and Christos Faloutsos and John Feo and John R. Gilbert and Joseph Gonzalez and Bruce Hendrickson and Jeremy Kepner and Charles E. Leiserson and Andrew Lumsdaine and David A. Padua and Stephen Poole and Steve Reinhardt and Mike Stonebraker and Steve Wallach and Andrew Yoo},
      title = {Standards for graph algorithm primitives},
      booktitle = {HPEC},
      year = {2013},
      pages = {1-2},
      bdsk-url-1 = {http://dx.doi.org/10.1109/HPEC.2013.6670338},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/hpec/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • P. O. V. S. de Melo, C. Faloutsos, R. Assunção, and A. A. F. Loureiro, "The self-feeding process: a unifying model for communication dynamics in the web," in WWW, 2013, pp. 1319-1330. [BIBTEX]
    @INPROCEEDINGS{Melo2013,
      author = {Pedro Olmo S. Vaz de Melo and Christos Faloutsos and Renato Assun\c{c}{\~a}o and Antonio Alfredo Ferreira Loureiro},
      title = {The self-feeding process: a unifying model for communication dynamics in the web},
      booktitle = {WWW},
      year = {2013},
      pages = {1319-1330},
      bdsk-url-1 = {http://dl.acm.org/citation.cfm?id=2488503},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/www/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • D. Movshovitz-Attias, Y. Movshovitz-Attias, P. Steenkiste, and C. Faloutsos, "Analysis of the reputation system and user contributions on a question answering website: StackOverflow," in ASONAM, 2013, pp. 886-893. [BIBTEX]
    @INPROCEEDINGS{Movshovitz-Attias2013,
      author = {Dana Movshovitz-Attias and Yair Movshovitz-Attias and Peter Steenkiste and Christos Faloutsos},
      title = {Analysis of the reputation system and user contributions on a question answering website: StackOverflow},
      booktitle = {ASONAM},
      year = {2013},
      pages = {886-893},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2492517.2500242},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/asunam/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • J. H. Nguyen, B. Hu, S. Günnemann, and M. Ester, "Finding contexts of social influence in online social networks," in SNAKDD, 2013, p. 1. [BIBTEX]
    @inproceedings{NguyenHGE13,
      author = {Jennifer H. Nguyen and Bo Hu and Stephan G{\"u}nnemann and Martin Ester},
      title = {Finding contexts of social influence in online social networks},
      booktitle = {SNAKDD},
      year = {2013},
      pages = {1},
      ee = {http://doi.acm.org/10.1145/2501025.2501028},
      crossref = {DBLP:conf/kdd/2013sna},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • S. Papadimitriou, J. Sun, C. Faloutsos, and P. S. Yu, "Dimensionality Reduction and Filtering on Time Series Sensor Streams." , 2013, pp. 103-141. [BIBTEX]
    @INCOLLECTION{Papadimitriou2013,
      author = {Spiros Papadimitriou and Jimeng Sun and Christos Faloutsos and Philip S. Yu},
      title = {Dimensionality Reduction and Filtering on Time Series Sensor Streams},
      booktitle = {Managing and Mining Sensor Data},
      year = {2013},
      pages = {103-141},
      bdsk-url-1 = {http://dx.doi.org/10.1007/978-1-4614-6309-2_5},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:books/sp/mmsd2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • E. E. Papalexakis, T. Dumitras, D. H. (. Chau, A. B. Prakash, and C. Faloutsos, "Spatio-temporal mining of software adoption & penetration," in ASONAM, 2013, pp. 878-885. [BIBTEX]
    @INPROCEEDINGS{Papalexakis2013,
      author = {Evangelos E. Papalexakis and Tudor Dumitras and Duen Horng (Polo) Chau and B. Aditya Prakash and Christos Faloutsos},
      title = {Spatio-temporal mining of software adoption {\&} penetration},
      booktitle = {ASONAM},
      year = {2013},
      pages = {878-885},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2492517.2500244},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/asunam/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • E. E. Papalexakis, U. Kang, C. Faloutsos, N. D. Sidiropoulos, and A. Harpale, "Large Scale Tensor Decompositions: Algorithmic Developments and Applications," IEEE Data Eng. Bull., vol. 36, iss. 3, pp. 59-66, 2013. [BIBTEX]
    @ARTICLE{Papalexakis2013a,
      author = {Evangelos E. Papalexakis and U. Kang and Christos Faloutsos and Nicholas D. Sidiropoulos and Abhay Harpale},
      title = {Large Scale Tensor Decompositions: Algorithmic Developments and Applications},
      journal = {IEEE Data Eng. Bull.},
      year = {2013},
      volume = {36},
      pages = {59-66},
      number = {3},
      bdsk-url-1 = {http://sites.computer.org/debull/A13sept/p59.pdf},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 22:54:53 -0500},
      date-modified = {2014-02-08 22:54:53 -0500}
    }
  • E. E. Papalexakis, T. M. Mitchell, N. D. Sidiropoulos, C. Faloutsos, P. P. Talukdar, and B. Murphy, "Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization," CoRR, vol. abs/1302.7043, 2013. [BIBTEX]
    @ARTICLE{Papalexakis2013b,
      author = {Evangelos E. Papalexakis and Tom M. Mitchell and Nicholas D. Sidiropoulos and Christos Faloutsos and Partha Pratim Talukdar and Brian Murphy},
      title = {Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization},
      journal = {CoRR},
      year = {2013},
      volume = {abs/1302.7043},
      bdsk-url-1 = {http://arxiv.org/abs/1302.7043},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • T. E. Senator, H. G. Goldberg, A. Memory, W. T. Young, B. Rees, R. Pierce, D. Huang, M. Reardon, D. A. Bader, E. Chow, I. A. Essa, J. Jones, V. Bettadapura, D. H. Chau, O. Green, O. Kaya, A. Zakrzewska, E. Briscoe, R. M. L. IV, R. McColl, L. Weiss, T. G. Dietterich, A. Fern, W. Wong, S. Das, A. Emmott, J. Irvine, J. Y. Lee, D. Koutra, C. Faloutsos, D. D. Corkill, L. Friedland, A. Gentzel, and D. Jensen, "Detecting insider threats in a real corporate database of computer usage activity," in KDD, 2013, pp. 1393-1401. [BIBTEX]
    @INPROCEEDINGS{Senator2013,
      author = {Ted E. Senator and Henry G. Goldberg and Alex Memory and William T. Young and Brad Rees and Robert Pierce and Daniel Huang and Matthew Reardon and David A. Bader and Edmond Chow and Irfan A. Essa and Joshua Jones and Vinay Bettadapura and Duen Horng Chau and Oded Green and Oguz Kaya and Anita Zakrzewska and Erica Briscoe and Rudolph L. Mappus IV and Robert McColl and Lora Weiss and Thomas G. Dietterich and Alan Fern and Weng-Keen Wong and Shubhomoy Das and Andrew Emmott and Jed Irvine and Jay Yoon Lee and Danai Koutra and Christos Faloutsos and Daniel D. Corkill and Lisa Friedland and Amanda Gentzel and David Jensen},
      title = {Detecting insider threats in a real corporate database of computer usage activity},
      booktitle = {KDD},
      year = {2013},
      pages = {1393-1401},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2487575.2488213},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/kdd/2013},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • M. Berlingerio, D. Koutra, T. Eliassi-Rad, and C. Faloutsos, "Network similarity via multiple social theories," in Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2013, pp. 1439-1440. [PDF] [BIBTEX]
    @inproceedings{berlingerio2013network, title={Network similarity via multiple social theories},
      author={Berlingerio, Michele and Koutra, Danai and Eliassi-Rad, Tina and Faloutsos, Christos},
      booktitle={Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},
      pages={1439--1440},
      year={2013},
      organization={ACM},
      url={http://www.cs.cmu.edu/~dkoutra/papers/asonam_network_similarity_via_multiple_social_theories.pdf},
     }
  • J. DeBrabant, A. Pavlo, S. Tu, M. Stonebraker, and S. Zdonik, "Anti-Caching: A New Approach to Database Management System Architecture," Proc. VLDB Endow., vol. 6, pp. 1942-1953, 2013. [PDF] [BIBTEX]
    @article{debrabant13,
      author = {DeBrabant, Justin and Pavlo, Andrew and Tu, Stephen and Stonebraker, Michael and Zdonik, Stan},
      title = {{A}nti-{C}aching: A New Approach to Database Management System Architecture},
      journal = {Proc. VLDB Endow.},
      volume = {6},
      issue = {14},
      month = {September},
      year = {2013},
      pages = {1942--1953},
      publisher = {VLDB Endowment},
      url = {http://hstore.cs.brown.edu/papers/hstore-anticaching.pdf},
     }
  • D. Koutra, H. Tong, and D. Lubensky, "BIG-ALIGN: Fast Bipartite Graph Alignment," in IEEE ICDM, 2013. [PDF] [BIBTEX]
    @inproceedings{koutra2013big, title={BIG-ALIGN: Fast Bipartite Graph Alignment},
      author={Koutra, Danai and Tong, Hanghang and Lubensky, David},
      booktitle={IEEE ICDM},
      year={2013},
      url={http://www.cs.cmu.edu/~dkoutra/papers/BiG-Align.pdf},
     }
  • D. Koutra, J. T. Vogelstein, and C. Faloutsos, "DELTACON: A Principled Massive-Graph Similarity Function," in Proceedings of the 13th SIAM International Conference on Data Mining (SDM), 2013, pp. 162-170. [PDF] [BIBTEX]
    @inproceedings{koutra2013deltacon, title={DELTACON: A Principled Massive-Graph Similarity Function},
      author={Koutra, Danai and Vogelstein, Joshua T. and Faloutsos, Christos},
      booktitle={Proceedings of the 13th SIAM International Conference on Data Mining (SDM)},
      pages={162--170},
      year={2013},
      organization={SIAM},
      url={http://www.cs.cmu.edu/~dkoutra/papers/DeltaCon_KoutraVF_withAppendix.pdf},
     }
  • E. E. Papalexakis, T. M. Mitchell, N. D. Sidiropoulos, C. Faloutsos, P. P. Talukdar, and B. Murphy, "Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization," arXiv preprint arXiv:1302.7043, 2013. [BIBTEX]
    @article{papalexakis2013scoup, title={Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization},
      author={Papalexakis, Evangelos E and Mitchell, Tom M and Sidiropoulos, Nicholas D and Faloutsos, Christos and Talukdar, Partha Pratim and Murphy, Brian},
      journal={arXiv preprint arXiv:1302.7043},
      year={2013},
     }

2012

  • L. Akoglu, D. H. Chau, U. Kang, D. Koutra, and C. Faloutsos, "OPAvion: mining and visualization in large graphs," in SIGMOD Conference, 2012, pp. 717-720. [BIBTEX]
    @INPROCEEDINGS{Akoglu2012,
      author = {Leman Akoglu and Duen Horng Chau and U. Kang and Danai Koutra and Christos Faloutsos},
      title = {OPAvion: mining and visualization in large graphs},
      booktitle = {SIGMOD Conference},
      year = {2012},
      pages = {717-720},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2213836.2213941},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sigmod/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • L. Akoglu, H. Tong, B. Meeder, and C. Faloutsos, "PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs," in SDM, 2012, pp. 439-450. [BIBTEX]
    @INPROCEEDINGS{Akoglu2012a,
      author = {Leman Akoglu and Hanghang Tong and Brendan Meeder and Christos Faloutsos},
      title = {PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs},
      booktitle = {SDM},
      year = {2012},
      pages = {439-450},
      bdsk-url-1 = {http://siam.omnibooksonline.com/2012datamining/data/papers/094.pdf},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sdm/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • L. Akoglu, P. V. O. S. de Melo, and C. Faloutsos, "Quantifying Reciprocity in Large Weighted Communication Networks," in PAKDD (2), 2012, pp. 85-96. [BIBTEX]
    @INPROCEEDINGS{Akoglu2012b,
      author = {Leman Akoglu and Pedro O. S. Vaz de Melo and Christos Faloutsos},
      title = {Quantifying Reciprocity in Large Weighted Communication Networks},
      booktitle = {PAKDD (2)},
      year = {2012},
      pages = {85-96},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-642-30220-6_8}
    }
  • L. Akoglu, H. Tong, J. Vreeken, and C. Faloutsos, "Fast and reliable anomaly detection in categorical data," in CIKM, 2012, pp. 415-424. [BIBTEX]
    @INPROCEEDINGS{Akoglu2012c,
      author = {Leman Akoglu and Hanghang Tong and Jilles Vreeken and Christos Faloutsos},
      title = {Fast and reliable anomaly detection in categorical data},
      booktitle = {CIKM},
      year = {2012},
      pages = {415-424},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/2396761.2396816}
    }
  • M. Berlingerio, D. Koutra, T. Eliassi-Rad, and C. Faloutsos, "NetSimile: A Scalable Approach to Size-Independent Network Similarity," CoRR, vol. abs/1209.2684, 2012. [BIBTEX]
    @ARTICLE{Berlingerio2012,
      author = {Michele Berlingerio and Danai Koutra and Tina Eliassi-Rad and Christos Faloutsos},
      title = {NetSimile: A Scalable Approach to Size-Independent Network Similarity},
      journal = {CoRR},
      year = {2012},
      volume = {abs/1209.2684},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://arxiv.org/abs/1209.2684}
    }
  • A. Beutel, A. B. Prakash, R. Rosenfeld, and C. Faloutsos, "Interacting viruses in networks: can both survive?," in KDD, 2012, pp. 426-434. [BIBTEX]
    @INPROCEEDINGS{Beutel2012,
      author = {Alex Beutel and B. Aditya Prakash and Roni Rosenfeld and Christos Faloutsos},
      title = {Interacting viruses in networks: can both survive?},
      booktitle = {KDD},
      year = {2012},
      pages = {426-434},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/2339530.2339601}
    }
  • D. Chakrabarti and C. Faloutsos, Graph Mining: Laws, Tools, and Case Studies, Morgan & Claypool Publishers, 2012. [BIBTEX]
    @BOOK{Chakrabarti2012, title = {Graph Mining: Laws, Tools, and Case Studies},
      publisher = {Morgan {\&} Claypool Publishers},
      year = {2012},
      author = {Deepayan Chakrabarti and Christos Faloutsos},
      series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
      bdsk-url-1 = {http://dx.doi.org/10.2200/S00449ED1V01Y201209DMK006},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      booktitle = {Graph Mining: Laws, Tools, and Case Studies},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • D. H. Chau, L. Akoglu, J. Vreeken, H. Tong, and C. Faloutsos, "Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs," in ASONAM, 2012, pp. 696-698. [BIBTEX]
    @INPROCEEDINGS{Chau2012,
      author = {Duen Horng Chau and Leman Akoglu and Jilles Vreeken and Hanghang Tong and Christos Faloutsos},
      title = {Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs},
      booktitle = {ASONAM},
      year = {2012},
      pages = {696-698},
      bdsk-url-1 = {http://doi.ieeecomputersociety.org/10.1109/ASONAM.2012.115},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/asunam/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • D. H. Chau, L. Akoglu, J. Vreeken, H. Tong, and C. Faloutsos, "TourViz: interactive visualization of connection pathways in large graphs," in KDD, 2012, pp. 1516-1519. [BIBTEX]
    @INPROCEEDINGS{Chau2012a,
      author = {Duen Horng Chau and Leman Akoglu and Jilles Vreeken and Hanghang Tong and Christos Faloutsos},
      title = {TourViz: interactive visualization of connection pathways in large graphs},
      booktitle = {KDD},
      year = {2012},
      pages = {1516-1519},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2339530.2339769},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/kdd/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • J. Ha, S. Kwon, S. Kim, C. Faloutsos, and S. Park, "Top-N recommendation through belief propagation," in CIKM, 2012, pp. 2343-2346. [BIBTEX]
    @INPROCEEDINGS{Ha2012,
      author = {Jiwoon Ha and Soon-Hyoung Kwon and Sang-Wook Kim and Christos Faloutsos and Sunju Park},
      title = {Top-N recommendation through belief propagation},
      booktitle = {CIKM},
      year = {2012},
      pages = {2343-2346},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2396761.2398636},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/cikm/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • K. Henderson, B. Gallagher, T. Eliassi-Rad, H. Tong, S. Basu, L. Akoglu, D. Koutra, C. Faloutsos, and L. Li, "RolX: structural role extraction & mining in large graphs," in KDD, 2012, pp. 1231-1239. [BIBTEX]
    @INPROCEEDINGS{Henderson2012,
      author = {Keith Henderson and Brian Gallagher and Tina Eliassi-Rad and Hanghang Tong and Sugato Basu and Leman Akoglu and Danai Koutra and Christos Faloutsos and Lei Li},
      title = {RolX: structural role extraction {\&} mining in large graphs},
      booktitle = {KDD},
      year = {2012},
      pages = {1231-1239},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/2339530.2339723}
    }
  • U. Kang, D. H. Chau, and C. Faloutsos, "Pegasus: Mining billion-scale graphs in the cloud," in ICASSP, 2012, pp. 5341-5344. [BIBTEX]
    @INPROCEEDINGS{Kang2012,
      author = {U. Kang and Duen Horng Chau and Christos Faloutsos},
      title = {Pegasus: Mining billion-scale graphs in the cloud},
      booktitle = {ICASSP},
      year = {2012},
      pages = {5341-5344},
      bdsk-url-1 = {http://dx.doi.org/10.1109/ICASSP.2012.6289127},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icassp/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500},
     }
  • U. Kang and C. Faloutsos, "Big graph mining: algorithms and discoveries," SIGKDD Explorations, vol. 14, iss. 2, pp. 29-36, 2012. [BIBTEX]
    @ARTICLE{Kang2012a,
      author = {U. Kang and Christos Faloutsos},
      title = {Big graph mining: algorithms and discoveries},
      journal = {SIGKDD Explorations},
      year = {2012},
      volume = {14},
      pages = {29-36},
      number = {2},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2481244.2481249},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • U. Kang, E. Papalexakis, A. Harpale, and C. Faloutsos, "GigaTensor: Scaling Tensor Analysis Up By 100 Times – Algorithms and Discoveries," in KDD, 2012. [BIBTEX]
    @INPROCEEDINGS{Kang2012b,
      author = {U. Kang and Evangelos Papalexakis and Abhay Harpale and Christos Faloutsos},
      title = {GigaTensor: Scaling Tensor Analysis Up By 100 Times - Algorithms and Discoveries},
      booktitle = {KDD},
      year = {2012}
    }
  • D. Koutra, E. E. Papalexakis, and C. Faloutsos, "TensorSplat: Spotting Latent Anomalies in Time," in Panhellenic Conference on Informatics, 2012, pp. 144-149. [BIBTEX]
    @INPROCEEDINGS{Koutra2012,
      author = {Danai Koutra and Evangelos E. Papalexakis and Christos Faloutsos},
      title = {TensorSplat: Spotting Latent Anomalies in Time},
      booktitle = {Panhellenic Conference on Informatics},
      year = {2012},
      pages = {144-149},
      bdsk-url-1 = {http://doi.ieeecomputersociety.org/10.1109/PCi.2012.60},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/pci/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • F. D. Malliaros, V. Megalooikonomou, and C. Faloutsos, "Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection," in SDM, 2012, pp. 942-953. [BIBTEX]
    @INPROCEEDINGS{Malliaros2012,
      author = {Fragkiskos D. Malliaros and Vasileios Megalooikonomou and Christos Faloutsos},
      title = {Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection},
      booktitle = {SDM},
      year = {2012},
      pages = {942-953},
      bdsk-url-1 = {http://siam.omnibooksonline.com/2012datamining/data/papers/059.pdf},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sdm/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • K. Maruhashi, J. Shigezumi, N. Yugami, and C. Faloutsos, "EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale Networks," in ICDM Workshops, 2012, pp. 234-241. [BIBTEX]
    @INPROCEEDINGS{Maruhashi2012,
      author = {Koji Maruhashi and Junichi Shigezumi and Nobuhiro Yugami and Christos Faloutsos},
      title = {EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale Networks},
      booktitle = {ICDM Workshops},
      year = {2012},
      pages = {234-241},
      bdsk-url-1 = {http://doi.ieeecomputersociety.org/10.1109/ICDMW.2012.110},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icdm/2012w},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • Y. Matsubara, Y. Sakurai, C. Faloutsos, T. Iwata, and M. Yoshikawa, "Fast mining and forecasting of complex time-stamped events," in KDD, 2012, pp. 271-279. [BIBTEX]
    @INPROCEEDINGS{Matsubara2012,
      author = {Yasuko Matsubara and Yasushi Sakurai and Christos Faloutsos and Tomoharu Iwata and Masatoshi Yoshikawa},
      title = {Fast mining and forecasting of complex time-stamped events},
      booktitle = {KDD},
      year = {2012},
      pages = {271-279},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2339530.2339577},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/kdd/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • Y. Matsubara, Y. Sakurai, A. B. Prakash, L. Li, and C. Faloutsos, "Rise and fall patterns of information diffusion: model and implications," in KDD, 2012, pp. 6-14. [BIBTEX]
    @INPROCEEDINGS{Matsubara2012a,
      author = {Yasuko Matsubara and Yasushi Sakurai and B. Aditya Prakash and Lei Li and Christos Faloutsos},
      title = {Rise and fall patterns of information diffusion: model and implications},
      booktitle = {KDD},
      year = {2012},
      pages = {6-14},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/2339530.2339537}
    }
  • G. Melli, X. Wu, P. Beinat, F. Bonchi, L. Cao, R. Duan, C. Faloutsos, R. Ghani, B. Kitts, B. Goethals, G. J. McLachlan, J. Pei, A. Srivastava, and O. Z. R. i, "Top-10 Data Mining Case Studies," International Journal of Information Technology and Decision Making, vol. 11, iss. 2, pp. 389-400, 2012. [BIBTEX]
    @ARTICLE{Melli2012,
      author = {Gabor Melli and Xindong Wu and Paul Beinat and Francesco Bonchi and Longbing Cao and Rong Duan and Christos Faloutsos and Rayid Ghani and Brendan Kitts and Bart Goethals and Geoffrey J. McLachlan and Jian Pei and Ashok Srivastava and Osmar R. Za\"{\i}ane},
      title = {Top-10 Data Mining Case Studies},
      journal = {International Journal of Information Technology and Decision Making},
      year = {2012},
      volume = {11},
      pages = {389-400},
      number = {2},
      bdsk-url-1 = {http://dx.doi.org/10.1142/S021962201240007X},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • P. V. O. S. de Melo, V. i, A. A. F. Loureiro, and C. Faloutsos, "Forecasting in the NBA and other team sports: Network effects in action," TKDD, vol. 6, iss. 3, p. 13, 2012. [BIBTEX]
    @ARTICLE{Melo2012,
      author = {Pedro O. S. Vaz de Melo and Virg\'{\i}lio A. F. Almeida and Antonio Alfredo Ferreira Loureiro and Christos Faloutsos},
      title = {Forecasting in the NBA and other team sports: Network effects in action},
      journal = {TKDD},
      year = {2012},
      volume = {6},
      pages = {13},
      number = {3},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2362383.2362387},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • A. Metwally and C. Faloutsos, "V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors," PVLDB, vol. 5, iss. 8, pp. 704-715, 2012. [BIBTEX]
    @ARTICLE{Metwally2012,
      author = {Ahmed Metwally and Christos Faloutsos},
      title = {V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors},
      journal = {PVLDB},
      year = {2012},
      volume = {5},
      pages = {704-715},
      number = {8},
      bdsk-url-1 = {http://vldb.org/pvldb/vol5/p704_ahmedmetwally_vldb2012.pdf},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • M. M. i, P. Bogdanov, R. Ranca, A. K. Singh, E. E. Papalexakis, and C. Faloutsos, "SigSpot: mining significant anomalous regions from time-evolving networks (abstract only)," in SIGMOD Conference, 2012, p. 865. [BIBTEX]
    @INPROCEEDINGS{Mongiov`i2012,
      author = {Misael Mongiov\`{\i} and Petko Bogdanov and Razvan Ranca and Ambuj K. Singh and Evangelos E. Papalexakis and Christos Faloutsos},
      title = {SigSpot: mining significant anomalous regions from time-evolving networks (abstract only)},
      booktitle = {SIGMOD Conference},
      year = {2012},
      pages = {865},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2213836.2213974},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sigmod/2012},
      date-added = {2014-02-08 22:54:14 -0500},
      date-modified = {2014-02-08 22:54:14 -0500}
    }
  • H. Pao, C. Mao, H. Lee, C. Chen, and C. Faloutsos, "An Intrinsic Graphical Signature Based on Alert Correlation Analysis for Intrusion Detection," J. Inf. Sci. Eng., vol. 28, iss. 2, pp. 243-262, 2012. [BIBTEX]
    @ARTICLE{Pao2012,
      author = {Hsing-Kuo Pao and Ching-Hao Mao and Hahn-Ming Lee and Chi-Dong Chen and Christos Faloutsos},
      title = {An Intrinsic Graphical Signature Based on Alert Correlation Analysis for Intrusion Detection},
      journal = {J. Inf. Sci. Eng.},
      year = {2012},
      volume = {28},
      pages = {243-262},
      number = {2},
      bdsk-url-1 = {http://www.iis.sinica.edu.tw/page/jise/2012/201203_02},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • E. E. Papalexakis, C. Faloutsos, and N. D. Sidiropoulos, "ParCube: Sparse Parallelizable Tensor Decompositions," in ECML/PKDD (1), 2012, pp. 521-536. [BIBTEX]
    @INPROCEEDINGS{Papalexakis2012,
      author = {Evangelos E. Papalexakis and Christos Faloutsos and Nicholas D. Sidiropoulos},
      title = {ParCube: Sparse Parallelizable Tensor Decompositions},
      booktitle = {ECML/PKDD (1)},
      year = {2012},
      pages = {521-536},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-642-33460-3_39}
    }
  • A. B. Prakash, J. Vreeken, and C. Faloutsos, "Spotting Culprits in Epidemics: How Many and Which Ones?," in ICDM, 2012, pp. 11-20. [BIBTEX]
    @INPROCEEDINGS{Prakash2012,
      author = {B. Aditya Prakash and Jilles Vreeken and Christos Faloutsos},
      title = {Spotting Culprits in Epidemics: How Many and Which Ones?},
      booktitle = {ICDM},
      year = {2012},
      pages = {11-20},
      bdsk-url-1 = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2012.136},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icdm/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • A. B. Prakash, A. Beutel, R. Rosenfeld, and C. Faloutsos, "Winner takes all: competing viruses or ideas on fair-play networks," in WWW, 2012, pp. 1037-1046. [BIBTEX]
    @INPROCEEDINGS{Prakash2012a,
      author = {B. Aditya Prakash and Alex Beutel and Roni Rosenfeld and Christos Faloutsos},
      title = {Winner takes all: competing viruses or ideas on fair-play networks},
      booktitle = {WWW},
      year = {2012},
      pages = {1037-1046},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/2187836.2187975}
    }
  • A. B. Prakash, D. Chakrabarti, N. Valler, M. Faloutsos, and C. Faloutsos, "Threshold conditions for arbitrary cascade models on arbitrary networks," Knowl. Inf. Syst., vol. 33, iss. 3, pp. 549-575, 2012. [BIBTEX]
    @ARTICLE{Prakash2012b,
      author = {B. Aditya Prakash and Deepayan Chakrabarti and Nicholas Valler and Michalis Faloutsos and Christos Faloutsos},
      title = {Threshold conditions for arbitrary cascade models on arbitrary networks},
      journal = {Knowl. Inf. Syst.},
      year = {2012},
      volume = {33},
      pages = {549-575},
      number = {3},
      bdsk-url-1 = {http://dx.doi.org/10.1007/s10115-012-0520-y},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • A. B. Prakash and C. Faloutsos, "Understanding and Managing Cascades on Large Graphs," PVLDB, vol. 5, iss. 12, pp. 2024-2025, 2012. [BIBTEX]
    @ARTICLE{Prakash2012c,
      author = {B. Aditya Prakash and Christos Faloutsos},
      title = {Understanding and Managing Cascades on Large Graphs},
      journal = {PVLDB},
      year = {2012},
      volume = {5},
      pages = {2024-2025},
      number = {12},
      bdsk-url-1 = {http://vldb.org/pvldb/vol5/p2024_badityaprakash_vldb2012.pdf},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • I. Shafer, K. Ren, V. N. Boddeti, Y. Abe, G. R. Ganger, and C. Faloutsos, "RainMon: an integrated approach to mining bursty timeseries monitoring data," in KDD, 2012, pp. 1158-1166. [BIBTEX]
    @INPROCEEDINGS{Shafer2012,
      author = {Ilari Shafer and Kai Ren and Vishnu Naresh Boddeti and Yoshihisa Abe and Gregory R. Ganger and Christos Faloutsos},
      title = {RainMon: an integrated approach to mining bursty timeseries monitoring data},
      booktitle = {KDD},
      year = {2012},
      pages = {1158-1166},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2339530.2339711},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/kdd/2012},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • H. Tong, S. Papadimitriou, C. Faloutsos, P. S. Yu, and T. Eliassi-Rad, "Gateway finder in large graphs: problem definitions and fast solutions," Inf. Retr., vol. 15, iss. 3-4, pp. 391-411, 2012. [BIBTEX]
    @ARTICLE{Tong2012,
      author = {Hanghang Tong and Spiros Papadimitriou and Christos Faloutsos and Philip S. Yu and Tina Eliassi-Rad},
      title = {Gateway finder in large graphs: problem definitions and fast solutions},
      journal = {Inf. Retr.},
      year = {2012},
      volume = {15},
      pages = {391-411},
      number = {3-4},
      bdsk-url-1 = {http://dx.doi.org/10.1007/s10791-012-9190-3},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 22:54:50 -0500},
      date-modified = {2014-02-08 22:54:50 -0500}
    }
  • H. Tong, A. B. Prakash, T. Eliassi-Rad, M. Faloutsos, and C. Faloutsos, "Gelling, and melting, large graphs by edge manipulation," in CIKM, 2012, pp. 245-254. [PDF] [BIBTEX]
    @INPROCEEDINGS{Tong2012a,
      author = {Hanghang Tong and B. Aditya Prakash and Tina Eliassi-Rad and Michalis Faloutsos and Christos Faloutsos},
      title = {Gelling, and melting, large graphs by edge manipulation},
      booktitle = {CIKM},
      year = {2012},
      pages = {245-254},
      url = {http://www.cs.cmu.edu/~christos/PUBLICATIONS/cikm12-netgel.pdf},
      }
  • X. Wei, N. Valler, A. B. Prakash, I. Neamtiu, M. Faloutsos, and C. Faloutsos, "Competing memes propagation on networks: a case study of composite networks," Computer Communication Review, vol. 42, iss. 5, pp. 5-12, 2012. [BIBTEX]
    @ARTICLE{Wei2012,
      author = {Xuetao Wei and Nicholas Valler and B. Aditya Prakash and Iulian Neamtiu and Michalis Faloutsos and Christos Faloutsos},
      title = {Competing memes propagation on networks: a case study of composite networks},
      journal = {Computer Communication Review},
      year = {2012},
      volume = {42},
      pages = {5-12},
      number = {5},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2378956.2378958},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-08 23:07:44 -0500},
      date-modified = {2014-02-08 23:07:44 -0500}
    }
  • M. Berlingerio, D. Koutra, T. Eliassi-Rad, and C. Faloutsos, "NetSimile: a scalable approach to size-independent network similarity," arXiv preprint arXiv:1209.2684, 2012. [PDF] [BIBTEX]
    @article{berlingerio2012netsimile, title={NetSimile: a scalable approach to size-independent network similarity},
      author={Berlingerio, Michele and Koutra, Danai and Eliassi-Rad, Tina and Faloutsos, Christos},
      journal={arXiv preprint arXiv:1209.2684},
      year={2012},
      url={http://arxiv.org/pdf/1209.2684v1},
     }
  • R. Bro, E. E. Papalexakis, E. Acar, and N. D. Sidiropoulos, "Coclustering—a useful tool for chemometrics," Journal of Chemometrics, vol. 26, iss. 6, pp. 256-263, 2012. [BIBTEX]
    @article{bro2012coclustering, title={Coclustering—a useful tool for chemometrics},
      author={Bro, Rasmus and Papalexakis, Evangelos E and Acar, Evrim and Sidiropoulos, Nicholas D},
      journal={Journal of Chemometrics},
      volume={26},
      number={6},
      pages={256--263},
      year={2012},
      publisher={Wiley Online Library},
     }
  • C. A. Curino, D. E. Difallah, A. Pavlo, and P. Cudre-Mauroux, "Benchmarking OLTP/Web Databases in the Cloud: The OLTP-bench Framework," in Proceedings of the Fourth International Workshop on Cloud Data Management, 2012, pp. 17-20. [PDF] [BIBTEX]
    @inproceedings{curino2012,
      author = {Curino, Carlo A. and Difallah, Djellel E. and Pavlo, Andrew and Cudre-Mauroux, Philippe},
      title = {Benchmarking OLTP/Web Databases in the Cloud: The OLTP-bench Framework},
      booktitle = {Proceedings of the Fourth International Workshop on Cloud Data Management},
      series = {CloudDB '12},
      year = {2012},
      pages = {17--20},
      url = {http://www.cs.cmu.edu/~pavlo/static/papers/oltpbench.pdf},
     }
  • U. Kang, E. Papalexakis, A. Harpale, and C. Faloutsos, "Gigatensor: scaling tensor analysis up by 100 times-algorithms and discoveries," in Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 2012, pp. 316-324. [BIBTEX]
    @inproceedings{kang2012gigatensor, title={Gigatensor: scaling tensor analysis up by 100 times-algorithms and discoveries},
      author={Kang, U and Papalexakis, Evangelos and Harpale, Abhay and Faloutsos, Christos},
      booktitle={Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining},
      pages={316--324},
      year={2012},
      organization={ACM},
     }
  • E. E. Papalexakis, A. Beutel, and P. Steenkiste, "Network anomaly detection using co-clustering," in Advances in Social Networks Analysis and Mining (ASONAM), 2012 IEEE/ACM International Conference on, 2012, pp. 403-410. [BIBTEX]
    @inproceedings{papalexakis2012network, title={Network anomaly detection using co-clustering},
      author={Papalexakis, Evangelos E and Beutel, Alex and Steenkiste, Peter},
      booktitle={Advances in Social Networks Analysis and Mining (ASONAM), 2012 IEEE/ACM International Conference on},
      pages={403--410},
      year={2012},
      organization={IEEE},
     }
  • E. E. Papalexakis, C. Faloutsos, and N. D. Sidiropoulos, "ParCube: sparse parallelizable tensor decompositions." Springer, 2012, pp. 521-536. [BIBTEX]
    @incollection{papalexakis2012parcube, title={ParCube: sparse parallelizable tensor decompositions},
      author={Papalexakis, Evangelos E and Faloutsos, Christos and Sidiropoulos, Nicholas D},
      booktitle={Machine Learning and Knowledge Discovery in Databases},
      pages={521--536},
      year={2012},
      publisher={Springer},
     }

2011

  • M. Barnathan, V. Megalooikonomou, C. Faloutsos, S. Faro, and F. B. Mohamed, "TWave: High-Order Analysis of Functional MRI," NeuroImage, 2011. [BIBTEX]
    @ARTICLE{Barnathan2011,
      author = {Barnathan, M. and Megalooikonomou, V. and Faloutsos, C. and Faro, S. and Mohamed, F.B.},
      title = {TWave: High-Order Analysis of Functional MRI},
      journal = {NeuroImage},
      year = {2011},
      publisher = {Elsevier}
    }
  • D. H. Chau, A. Kittur, J. I. Hong, and C. Faloutsos, "Apolo: making sense of large network data by combining rich user interaction and machine learning," in CHI, 2011, pp. 167-176. [BIBTEX]
    @INPROCEEDINGS{Chau2011,
      author = {Duen Horng Chau and Aniket Kittur and Jason I. Hong and Christos Faloutsos},
      title = {Apolo: making sense of large network data by combining rich user interaction and machine learning},
      booktitle = {CHI},
      year = {2011},
      pages = {167-176},
      bdsk-url-1 = {http://doi.acm.org/10.1145/1978942.1978967},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/chi/2011},
      date-added = {2014-02-09 00:17:28 -0500},
      date-modified = {2014-02-09 00:17:28 -0500}
    }
  • D. H. Chau, A. Kittur, J. I. Hong, and C. Faloutsos, "Apolo: Making Sense of Large Network Data by Combining Rich User Interaction and Machine Learning," in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2011, pp. 167-176. [PDF] [BIBTEX]
    @inproceedings{Chau2011:AMS,
      author = {Chau, Duen Horng and Kittur, Aniket and Hong, Jason I. and Faloutsos, Christos},
      title = {Apolo: Making Sense of Large Network Data by Combining Rich User Interaction and Machine Learning},
      booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems},
      series = {CHI '11},
      year = {2011},
      isbn = {978-1-4503-0228-9},
      location = {Vancouver, BC, Canada},
      pages = {167--176},
      numpages = {10},
      url = {http://www.cs.cmu.edu/~dchau/apolo/apolo.pdf},
      doi = {10.1145/1978942.1978967},
     }
  • D. H. Chau, C. Nachenberg, J. Wilhelm, A. Wright, and C. Faloutsos, "Large Scale Graph Mining and Inference for Malware Detection," in SDM, 2011, pp. 131-142. [BIBTEX]
    @INPROCEEDINGS{Chau2011a,
      author = {Duen Horng Chau and Carey Nachenberg and Jeffrey Wilhelm and Adam Wright and Christos Faloutsos},
      title = {Large Scale Graph Mining and Inference for Malware Detection},
      booktitle = {SDM},
      year = {2011},
      pages = {131-142},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sdm/2011},
      date-added = {2014-02-09 00:16:58 -0500},
      date-modified = {2014-02-09 00:16:58 -0500},
      ee = {http://siam.omnibooksonline.com/2011datamining/data/papers/052.pdf\#page=1}
    }
  • D. H. Chau, A. Kittur, J. I. Hong, and F. C., "Apolo: Making Sense of Large Network Data by Combining Rich User Interaction and Machine Learning," in Proceeding of the twenty-ninth annual SIGCHI conference on Human factors in computing systems, 2011. [BIBTEX]
    @CONFERENCE{Chau2011b,
      author = {Chau, D.H. and Kittur, A. and Hong, J. I. and Faloutsos C.},
      title = {{Apolo: Making Sense of Large Network Data by Combining Rich User Interaction and Machine Learning}},
      booktitle = {Proceeding of the twenty-ninth annual SIGCHI conference on Human factors in computing systems},
      year = {2011},
      organization = {ACM}
    }
  • D. H. Chau, C. Nachenberg, J. Wilhelm, A. Wright, and C. Faloutsos, "Polonium: Tera-Scale Graph Mining and Inference for Malware Detection," SIAM International Conference on Data Mining, 2011. [BIBTEX]
    @ARTICLE{Chau2011c,
      author = {Chau, D.H. and Nachenberg, C. and Wilhelm, J. and Wright, A. and Faloutsos, C.},
      title = {Polonium: Tera-Scale Graph Mining and Inference for Malware Detection},
      journal = {SIAM International Conference on Data Mining},
      year = {2011},
     }
  • R. L. F. Cordeiro, C. T. Jr., A. J. M. Traina, J. López, U. Kang, and C. Faloutsos, "Clustering very large multi-dimensional datasets with MapReduce," in KDD, 2011, pp. 690-698. [BIBTEX]
    @INPROCEEDINGS{Cordeiro2011,
      author = {Robson Leonardo Ferreira Cordeiro and Caetano Traina Jr. and Agma Juci Machado Traina and Julio L{\'o}pez and U. Kang and Christos Faloutsos},
      title = {Clustering very large multi-dimensional datasets with MapReduce},
      booktitle = {KDD},
      year = {2011},
      pages = {690-698},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/2020408.2020516}
    }
  • K. Henderson, B. Gallagher, L. Li, L. Akoglu, T. Eliassi-Rad, H. Tong, and C. Faloutsos, "It’s who you know: graph mining using recursive structural features," in KDD, 2011, pp. 663-671. [BIBTEX]
    @INPROCEEDINGS{Henderson2011,
      author = {Keith Henderson and Brian Gallagher and Lei Li and Leman Akoglu and Tina Eliassi-Rad and Hanghang Tong and Christos Faloutsos},
      title = {It's who you know: graph mining using recursive structural features},
      booktitle = {KDD},
      year = {2011},
      pages = {663-671},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2020408.2020512},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/kdd/2011},
      date-added = {2014-02-09 00:19:13 -0500},
      date-modified = {2014-02-09 00:19:13 -0500}
    }
  • U. Kang, H. Tong, J. Sun, C. Lin, and C. Faloutsos, "GBASE: a scalable and general graph management system," in KDD, 2011, pp. 1091-1099. [BIBTEX]
    @INPROCEEDINGS{Kang2011,
      author = {U. Kang and Hanghang Tong and Jimeng Sun and Ching-Yung Lin and Christos Faloutsos},
      title = {GBASE: a scalable and general graph management system},
      booktitle = {KDD},
      year = {2011},
      pages = {1091-1099},
      bdsk-url-1 = {http://doi.acm.org/10.1145/2020408.2020580},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/kdd/2011},
      date-added = {2014-02-09 00:28:49 -0500},
      date-modified = {2014-02-09 00:28:49 -0500}
    }
  • U. Kang, D. H. Chau, and C. Faloutsos, "Mining large graphs: Algorithms, inference, and discoveries," in ICDE, 2011, pp. 243-254. [BIBTEX]
    @INPROCEEDINGS{Kang2011a,
      author = {U. Kang and Duen Horng Chau and Christos Faloutsos},
      title = {Mining large graphs: Algorithms, inference, and discoveries},
      booktitle = {ICDE},
      year = {2011},
      pages = {243-254},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1109/ICDE.2011.5767883}
    }
  • U. Kang and C. Faloutsos, "Beyond ‘Caveman Communities’: Hubs and Spokes for Graph Compression and Mining," in ICDM, 2011, pp. 300-309. [BIBTEX]
    @INPROCEEDINGS{Kang2011b,
      author = {U. Kang and Christos Faloutsos},
      title = {Beyond 'Caveman Communities': Hubs and Spokes for Graph Compression and Mining},
      booktitle = {ICDM},
      year = {2011},
      pages = {300-309},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2011.26}
    }
  • U. Kang, B. Meeder, and C. Faloutsos, "Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation," in PAKDD (2), 2011, pp. 13-25. [BIBTEX]
    @INPROCEEDINGS{Kang2011c,
      author = {U. Kang and Brendan Meeder and Christos Faloutsos},
      title = {Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation},
      booktitle = {PAKDD (2)},
      year = {2011},
      pages = {13-25},
      ee = {http://dx.doi.org/10.1007/978-3-642-20847-8_2}
    }
  • U. Kang, C. E. Tsourakakis, A. P. Appel, C. Faloutsos, and J. Leskovec, "HADI: Mining Radii of Large Graphs," TKDD, vol. 5, iss. 2, p. 8, 2011. [BIBTEX]
    @ARTICLE{Kang2011d,
      author = {U. Kang and Charalampos E. Tsourakakis and Ana Paula Appel and Christos Faloutsos and Jure Leskovec},
      title = {HADI: Mining Radii of Large Graphs},
      journal = {TKDD},
      year = {2011},
      volume = {5},
      pages = {8},
      number = {2},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1921632.1921634},
     }
  • U. Kang, C. E. Tsourakakis, and C. Faloutsos, "PEGASUS: mining peta-scale graphs," Knowl. Inf. Syst., vol. 27, iss. 2, pp. 303-325, 2011. [BIBTEX]
    @ARTICLE{Kang2011e,
      author = {U. Kang and Charalampos E. Tsourakakis and Christos Faloutsos},
      title = {PEGASUS: mining peta-scale graphs},
      journal = {Knowl. Inf. Syst.},
      year = {2011},
      volume = {27},
      pages = {303-325},
      number = {2},
      bdsk-url-1 = {http://dx.doi.org/10.1007/s10115-010-0305-0},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-09 00:14:18 -0500},
      date-modified = {2014-02-09 00:14:18 -0500},
     }
  • U. Kang, B. Meeder, and C. Faloutsos, "Spectral Analysis for Billion-scale Graphs: Discoveries and Implementation," in Proceedings of the 15th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining – Volume Part II, 2011, pp. 13-25. [PDF] [BIBTEX]
    @inproceedings{Kang:2011:SAB,
      author = {Kang, U. and Meeder, Brendan and Faloutsos, Christos},
      title = {Spectral Analysis for Billion-scale Graphs: Discoveries and Implementation},
      booktitle = {Proceedings of the 15th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining - Volume Part II},
      series = {PAKDD'11},
      year = {2011},
      isbn = {978-3-642-20846-1},
      location = {Shenzhen, China},
      pages = {13--25},
      numpages = {13},
      url = {http://www.cs.cmu.edu/~ukang/papers/HeigenPAKDD2011.pdf},
      acmid = {2022852},
     }
  • D. Koutra, T. Ke, U. Kang, D. H. Chau, H. K. Pao, and C. Faloutsos, "Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms," in ECML/PKDD (2), 2011, pp. 245-260. [BIBTEX]
    @INPROCEEDINGS{Koutra2011,
      author = {Danai Koutra and Tai-You Ke and U. Kang and Duen Horng Chau and Hsing-Kuo Kenneth Pao and Christos Faloutsos},
      title = {Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms},
      booktitle = {ECML/PKDD (2)},
      year = {2011},
      pages = {245-260},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-642-23783-6_16}
    }
  • K. Maruhashi, F. Guo, and C. Faloutsos, "MultiAspectForensics: Pattern mining on large-scale heterogeneous networks with tensor analysis," in Proceedings of the Third International Conference on Advances in Social Network Analysis and Mining, 2011. [BIBTEX]
    @INPROCEEDINGS{Maruhashi2011,
      author = {Maruhashi, K. and Guo, F. and Faloutsos, C.},
      title = {MultiAspectForensics: Pattern mining on large-scale heterogeneous networks with tensor analysis},
      booktitle = {Proceedings of the Third International Conference on Advances in Social Network Analysis and Mining},
      year = {2011}
    }
  • M. McGlohon, L. Akoglu, and C. Faloutsos, "Statistical Properties of Social Networks," , Aggarwal, C. C., Ed., Springer, 2011. [BIBTEX]
    @INCOLLECTION{McGlohon2011,
      author = {Mary McGlohon and Leman Akoglu and Christos Faloutsos},
      title = {Statistical Properties of Social Networks},
      booktitle = {Social Network Data Analytics},
      publisher = {Springer},
      year = {2011},
      editor = {Charu C. Aggarwal}
    }
  • N. Valler, A. B. Prakash, H. Tong, M. Faloutsos, and C. Faloutsos, "Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point," in Networking (1), 2011, pp. 266-280. [BIBTEX]
    @INPROCEEDINGS{Valler2011,
      author = {Nicholas Valler and B. Aditya Prakash and Hanghang Tong and Michalis Faloutsos and Christos Faloutsos},
      title = {Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point},
      booktitle = {Networking (1)},
      year = {2011},
      editor = {Jordi Domingo-Pascual and Pietro Manzoni and Sergio Palazzo and Ana Pont and Caterina M. Scoglio},
      volume = {6640},
      series = {Lecture Notes in Computer Science},
      pages = {266--280},
      publisher = {Springer},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-642-20757-0\_21},
      isbn = {978-3-642-20756-3}
    }
  • C. Zhu, H. Kitagawa, S. Papadimitriou, and C. Faloutsos, "Outlier detection by example," J. Intell. Inf. Syst., vol. 36, iss. 2, pp. 217-247, 2011. [BIBTEX]
    @ARTICLE{Zhu2011,
      author = {Cui Zhu and Hiroyuki Kitagawa and Spiros Papadimitriou and Christos Faloutsos},
      title = {Outlier detection by example},
      journal = {J. Intell. Inf. Syst.},
      year = {2011},
      volume = {36},
      pages = {217-247},
      number = {2},
      bdsk-url-1 = {http://dx.doi.org/10.1007/s10844-010-0128-1},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-09 01:13:21 -0500},
      date-modified = {2014-02-09 01:13:21 -0500}
    }
  • U. Kang, H. Tong, J. Sun, C. Lin, and C. Faloutsos, "GBASE: A Scalable and General Graph Management System," in Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011, pp. 1091-1099. [BIBTEX]
    @inproceedings{kang2011:GSG,
      author = {Kang, U. and Tong, Hanghang and Sun, Jimeng and Lin, Ching-Yung and Faloutsos, Christos},
      title = {GBASE: A Scalable and General Graph Management System},
      booktitle = {Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
      series = {KDD '11},
      year = {2011},
      isbn = {978-1-4503-0813-7},
      location = {San Diego, California, USA},
      pages = {1091--1099},
      numpages = {9},
      doi = {10.1145/2020408.2020580},
     }
  • D. Koutra, T. Ke, U. Kang, D. H. P. Chau, H. K. Pao, and C. Faloutsos, "Unifying guilt-by-association approaches: Theorems and fast algorithms." Springer, 2011, pp. 245-260. [PDF] [BIBTEX]
    @incollection{koutra2011unifying, title={Unifying guilt-by-association approaches: Theorems and fast algorithms},
      author={Koutra, Danai and Ke, Tai-You and Kang, U and Chau, Duen Horng Polo and Pao, Hsing-Kuo Kenneth and Faloutsos, Christos},
      booktitle={Machine Learning and Knowledge Discovery in Databases},
      pages={245--260},
      year={2011},
      publisher={Springer},
      url={http://www.cs.cmu.edu/~dkoutra/papers/fabp_pkdd2011.pdf},
     }

2010

  • L. Akoglu and C. Faloutsos, "ValuePick: Towards a Value-Oriented Dual-Goal Recommender System," in ICDM Workshops, 2010, pp. 1151-1158. [BIBTEX]
    @INPROCEEDINGS{Akoglu2010,
      author = {Leman Akoglu and Christos Faloutsos},
      title = {ValuePick: Towards a Value-Oriented Dual-Goal Recommender System},
      booktitle = {ICDM Workshops},
      year = {2010},
      pages = {1151-1158},
      bdsk-url-1 = {http://doi.ieeecomputersociety.org/10.1109/ICDMW.2010.68},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icdm/2010w},
      date-added = {2014-02-09 00:18:45 -0500},
      date-modified = {2014-02-09 00:18:45 -0500}
    }
  • L. Akoglu and C. Faloutsos, "Event detection in time series of mobile communication graphs," in Army Sc. Conf., 2010. [BIBTEX]
    @INPROCEEDINGS{Akoglu2010a,
      author = {Akoglu, Leman and Faloutsos, Christos},
      title = {{Event detection in time series of mobile communication graphs}},
      booktitle = {Army Sc. Conf.},
      year = {2010}
    }
  • L. Akoglu, M. McGlohon, and C. Faloutsos, "Oddball: Spotting Anomalies in Weighted Graphs," PAKDD 2010, 2010. [BIBTEX]
    @ARTICLE{Akoglu2010b,
      author = {Leman Akoglu and Mary McGlohon and Christos Faloutsos},
      title = {Oddball: Spotting Anomalies in Weighted Graphs},
      journal = {PAKDD 2010},
      year = {2010},
      month = {21-24 June},
      address = {Hyderabad, India}
    }
  • M. Barnathan, V. Megalooikonomou, C. Faloutsos, F. B. Mohamed, and S. Faro, "High-order concept discovery in functional brain imaging," in ISBI, 2010, pp. 664-667. [BIBTEX]
    @INPROCEEDINGS{Barnathan2010,
      author = {Michael Barnathan and Vasileios Megalooikonomou and Christos Faloutsos and Feroze B. Mohamed and Scott Faro},
      title = {High-order concept discovery in functional brain imaging},
      booktitle = {ISBI},
      year = {2010},
      pages = {664-667},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1109/ISBI.2010.5490087}
    }
  • M. Barnathan, V. Megalooikonomou, F. Mohamed, S. Faro, and C. Faloutsos, "TWave: High-Order Analysis of Spatiotemporal Data," PAKDD 2010, 2010. [BIBTEX]
    @ARTICLE{Barnathan2010a,
      author = {Michael Barnathan and Vasilis Megalooikonomou and Feroze Mohamed and Scott Faro and Christos Faloutsos},
      title = {TWave: High-Order Analysis of Spatiotemporal Data},
      journal = {PAKDD 2010},
      year = {2010},
      month = {21-24 June},
      address = {Hyderabad, India}
    }
  • R. L. F. Cordeiro, F. Guo, D. S. Haverkamp, J. H. Horne, E. K. Hughes, G. Kim, A. J. M. Traina, C. T. Jr., and C. Faloutsos, "QMAS: Querying, Mining and Summarization of Multi-modal Databases," in ICDM, 2010, pp. 785-790. [BIBTEX]
    @INPROCEEDINGS{Cordeiro2010,
      author = {Robson Leonardo Ferreira Cordeiro and Fan Guo and Donna S. Haverkamp and James H. Horne and Ellen K. Hughes and Gunhee Kim and Agma J. M. Traina and Caetano Traina Jr. and Christos Faloutsos},
      title = {QMAS: Querying, Mining and Summarization of Multi-modal Databases},
      booktitle = {ICDM},
      year = {2010},
      pages = {785-790},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1109/ICDM.2010.150}
    }
  • R. L. F. Cordeiro, A. J. M. Traina, C. Faloutsos, and C. Traina, "Finding Clusters in Subspaces of Very Large, Multi-dimensional Datasets," ICDE, 2010. [BIBTEX]
    @ARTICLE{Cordeiro2010a,
      author = {Robson Leonardo Ferreira Cordeiro and Agma J.M. Traina and Christos Faloutsos and Caetano Traina},
      title = {Finding Clusters in Subspaces of Very Large, Multi-dimensional Datasets},
      journal = {ICDE},
      year = {2010},
      month = mar, address = {Long Beach, CA}
    }
  • N. Du, H. Wang, and C. Faloutsos, "Analysis of Large Multi-modal Social Networks: Patterns and a Generator," , BalcAzar, J., Bonchi, F., Gionis, A., and Sebag, M., Eds., Springer Berlin / Heidelberg, 2010, vol. 6321, pp. 393-408. [PDF] [BIBTEX]
    @INCOLLECTION{Du2010,
      author = {Du, Nan and Wang, Hao and Faloutsos, Christos},
      title = {Analysis of Large Multi-modal Social Networks: Patterns and a Generator},
      booktitle = {Machine Learning and Knowledge Discovery in Databases},
      publisher = {Springer Berlin / Heidelberg},
      year = {2010},
      editor = {BalcAzar, JosA and Bonchi, Francesco and Gionis, Aristides and Sebag, MichAle},
      volume = {6321},
      series = {Lecture Notes in Computer Science},
      pages = {393-408},
      affiliation = {Nokia Research Center, Beijing},
      isbn = {978-3-642-15879-7},
      keyword = {Computer Science},
      url = {http://dx.doi.org/10.1007/978-3-642-15880-3\_31}
    }
  • K. Henderson, T. Eliassi-Rad, S. Papadimitriou, and C. Faloutsos, "HCDF: A Hybrid Community Discovery Framework," in SDM, 2010, pp. 754-765. [BIBTEX]
    @INPROCEEDINGS{Henderson2010,
      author = {Keith Henderson and Tina Eliassi-Rad and Spiros Papadimitriou and Christos Faloutsos},
      title = {HCDF: A Hybrid Community Discovery Framework},
      booktitle = {SDM},
      year = {2010},
      pages = {754-765},
      bdsk-url-1 = {http://www.siam.org/proceedings/datamining/2010/dm10_066_hendersonk.pdf},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sdm/2010},
      date-added = {2014-02-09 01:12:30 -0500},
      date-modified = {2014-02-09 01:12:30 -0500}
    }
  • K. Henderson, T. Eliassi-Rad, C. Faloutsos, L. Akoglu, L. Li, K. Maruhashi, A. B. Prakash, and H. Tong, "Metric forensics: a multi-level approach for mining volatile graphs," in KDD, 2010, pp. 163-172. [BIBTEX]
    @INPROCEEDINGS{Henderson2010a,
      author = {Keith Henderson and Tina Eliassi-Rad and Christos Faloutsos and Leman Akoglu and Lei Li and Koji Maruhashi and B. Aditya Prakash and Hanghang Tong},
      title = {Metric forensics: a multi-level approach for mining volatile graphs},
      booktitle = {KDD},
      year = {2010},
      editor = {Bharat Rao and Balaji Krishnapuram and Andrew Tomkins and Qiang Yang},
      pages = {163--172},
      publisher = {ACM},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1835804.1835828},
      isbn = {978-1-4503-0055-1}
    }
  • U. Kang, C. E. Tsourakakis, A. P. Appel, C. Faloutsos, and J. Leskovec, "Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations," in SDM, 2010, pp. 548-558. [BIBTEX]
    @INPROCEEDINGS{Kang2010,
      author = {U. Kang and Charalampos E. Tsourakakis and Ana Paula Appel and Christos Faloutsos and Jure Leskovec},
      title = {Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations},
      booktitle = {SDM},
      year = {2010},
      pages = {548-558},
      bdsk-url-1 = {http://www.siam.org/proceedings/datamining/2010/dm10_048_kangu.pdf},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/sdm/2010},
      date-added = {2014-02-09 00:14:21 -0500},
      date-modified = {2014-02-09 00:14:21 -0500},
     }
  • U. Kang, M. McGlohon, L. Akoglu, and C. Faloutsos, "Patterns on the Connected Components of Terabyte-Scale Graphs," in ICDM, 2010, pp. 875-880. [BIBTEX]
    @INPROCEEDINGS{Kang2010a,
      author = {U. Kang and Mary McGlohon and Leman Akoglu and Christos Faloutsos},
      title = {Patterns on the Connected Components of Terabyte-Scale Graphs},
      booktitle = {ICDM},
      year = {2010},
      pages = {875-880},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2010.121},
     }
  • J. Leskovec, D. Chakrabarti, J. M. Kleinberg, C. Faloutsos, and Z. Ghahramani, "Kronecker Graphs: An Approach to Modeling Networks," Journal of Machine Learning Research, vol. 11, pp. 985-1042, 2010. [BIBTEX]
    @ARTICLE{Leskovec2010,
      author = {Jure Leskovec and Deepayan Chakrabarti and Jon M. Kleinberg and Christos Faloutsos and Zoubin Ghahramani},
      title = {Kronecker Graphs: An Approach to Modeling Networks},
      journal = {Journal of Machine Learning Research},
      year = {2010},
      volume = {11},
      pages = {985-1042},
      bdsk-url-1 = {http://doi.acm.org/10.1145/1756006.1756039},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-09 00:47:11 -0500},
      date-modified = {2014-02-09 00:47:11 -0500}
    }
  • L. (. Li, A. (. B. Prakash, and C. (. Faloutsos, "Parsimonious Linear Fingerprinting for Time Series," in VLDB, Singapore, 2010. [BIBTEX]
    @INPROCEEDINGS{Li2010,
      author = {Li, Lei (CMU) and Prakash, B. Aditya (CMU) and Faloutsos, Christos (CMU)},
      title = {{Parsimonious Linear Fingerprinting for Time Series}},
      booktitle = {VLDB},
      year = {2010},
      address = {Singapore},
      keywords = {kalman filters},
      mendeley-tags = {kalman filters}
    }
  • L. Li, A. B. Prakash, and C. Faloutsos, "Parsimonious Linear Fingerprinting for Time Series," PVLDB, vol. 3, iss. 1, pp. 385-396, 2010. [BIBTEX]
    @ARTICLE{Li2010a,
      author = {Lei Li and B. Aditya Prakash and Christos Faloutsos},
      title = {Parsimonious Linear Fingerprinting for Time Series},
      journal = {PVLDB},
      year = {2010},
      volume = {3},
      pages = {385-396},
      number = {1}
    }
  • P. V. O. S. de Melo, L. Akoglu, C. Faloutsos, and A. A. F. Loureiro, "Surprising Patterns for the Call Duration Distribution of Mobile Phone Users," in ECML/PKDD (3), 2010, pp. 354-369. [BIBTEX]
    @INPROCEEDINGS{Melo2010,
      author = {Pedro O. S. Vaz de Melo and Leman Akoglu and Christos Faloutsos and Antonio Alfredo Ferreira Loureiro},
      title = {Surprising Patterns for the Call Duration Distribution of Mobile Phone Users},
      booktitle = {ECML/PKDD (3)},
      year = {2010},
      pages = {354-369},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-642-15939-8_23}
    }
  • A. B. Prakash, D. Chakrabarti, M. Faloutsos, N. Valler, and C. Faloutsos, "Got the Flu (or Mumps)? Check the Eigenvalue!," arXiv:1004.0060v1 [physics.soc-ph], 2010. [BIBTEX]
    @ARTICLE{Prakash2010,
      author = {B. Aditya Prakash and Deepayan Chakrabarti and Michalis Faloutsos and Nicholas Valler and Christos Faloutsos},
      title = {Got the Flu (or Mumps)? Check the Eigenvalue!},
      journal = {arXiv:1004.0060v1 [physics.soc-ph]},
      year = {2010}
    }
  • A. B. Prakash, H. Tong, N. Valler, M. Faloutsos, and C. Faloutsos, "Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms," ECML-PKDD, 2010. [BIBTEX]
    @ARTICLE{Prakash2010a,
      author = {B. Aditya Prakash and Hanghang Tong and Nicholas Valler and Michalis Faloutsos and Christos Faloutsos},
      title = {Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms},
      journal = {ECML-PKDD},
      year = {2010}
    }
  • K. Puniyani, C. Faloutsos, and E. Xing, "Automated Concise Extraction of Spatial Gene Expression Patterns from Fly Embryo ISH Images," ISMB, 2010. [BIBTEX]
    @ARTICLE{Puniyani2010,
      author = {Kriti Puniyani and Christos Faloutsos and Eric Xing},
      title = {Automated Concise Extraction of Spatial Gene Expression Patterns from Fly Embryo {ISH} Images},
      journal = {ISMB},
      year = {2010}
    }
  • Y. Sakurai, C. Faloutsos, and S. Papadimitriou, "Fast Discovery of Group Lag Correlations in Streams," TKDD, vol. 5, iss. 1, p. 5, 2010. [BIBTEX]
    @ARTICLE{Sakurai2010,
      author = {Yasushi Sakurai and Christos Faloutsos and Spiros Papadimitriou},
      title = {Fast Discovery of Group Lag Correlations in Streams},
      journal = {TKDD},
      year = {2010},
      volume = {5},
      pages = {5},
      number = {1},
      bdsk-url-1 = {http://doi.acm.org/10.1145/1870096.1870101},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      date-added = {2014-02-09 01:12:16 -0500},
      date-modified = {2014-02-09 01:12:16 -0500}
    }
  • H. Tong, S. Papadimitriou, C. Faloutsos, P. S. Yu, and T. Eliassi-Rad, "BASSET: Scalable Gateway Finder in Large Graphs," in PAKDD (2), 2010, pp. 449-463. [BIBTEX]
    @INPROCEEDINGS{Tong2010,
      author = {Hanghang Tong and Spiros Papadimitriou and Christos Faloutsos and Philip S. Yu and Tina Eliassi-Rad},
      title = {BASSET: Scalable Gateway Finder in Large Graphs},
      booktitle = {PAKDD (2)},
      year = {2010},
      editor = {Mohammed Javeed Zaki and Jeffrey Xu Yu and B. Ravindran and Vikram Pudi},
      volume = {6119},
      series = {Lecture Notes in Computer Science},
      pages = {449--463},
      publisher = {Springer},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-642-13672-6\_43},
      isbn = {978-3-642-13671-9}
    }
  • H. Tong, A. B. Prakash, C. E. Tsourakakis, T. Eliassi-Rad, C. Faloutsos, and D. H. Chau, "On the Vulnerability of Large Graphs," in ICDM, 2010. [BIBTEX]
    @INPROCEEDINGS{Tong2010a,
      author = {Hanghang Tong and B. Aditya Prakash and Charalampos E. Tsourakakis and Tina Eliassi-Rad and Christos Faloutsos and Duen Horng Chau},
      title = {On the Vulnerability of Large Graphs},
      booktitle = {ICDM},
      year = {2010}
    }
  • J. Traina Caetano, A. J. M. Traina, L. Wu, and C. Faloutsos, "Fast Feature Selection using Fractal Dimension – Ten Years Later," Journal of Information and Data Management – JIDM, vol. 1, iss. 1, pp. 17-20, 2010. [BIBTEX]
    @ARTICLE{Traina2010,
      author = {Traina, Caetano, Jr. and Traina, Agma Juci Machado and Wu, Leejay and Faloutsos, Christos},
      title = {Fast Feature Selection using Fractal Dimension - Ten Years Later},
      journal = {Journal of Information and Data Management - JIDM},
      year = {2010},
      volume = {1},
      pages = {17-20},
      number = {1}
    }
  • Q. Wang, V. Megalooikonomou, and C. Faloutsos, "Time series analysis with multiple resolutions," Inf. Syst., vol. 35, iss. 1, pp. 56-74, 2010. [BIBTEX]
    @ARTICLE{Wang2010,
      author = {Qiang Wang and Vasileios Megalooikonomou and Christos Faloutsos},
      title = {Time series analysis with multiple resolutions},
      journal = {Inf. Syst.},
      year = {2010},
      volume = {35},
      pages = {56-74},
      number = {1},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1016/j.is.2009.03.006}
    }
  • P. S. Yu, J. Han, and C. Faloutsos, Link Mining: Models, Algorithms, and Applications, Springer, 2010. [BIBTEX]
    @BOOK{Yu2010, title = {Link Mining: Models, Algorithms, and Applications},
      publisher = {Springer},
      year = {2010},
      author = {Philip S. Yu and Jiawei Han and Christos Faloutsos},
      note = {ISBN-10: 1441965149 ISBN-13: 978-1441965141}
    }

2009

  • L. Akoglu and C. Faloutsos, "RTG: A Recursive Realistic Graph Generator Using Random Typing," in Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I, 2009, pp. 13-28. [BIBTEX]
    @INPROCEEDINGS{Akoglu2009,
      author = {Leman Akoglu and Christos Faloutsos},
      title = {{RTG}: A Recursive Realistic Graph Generator Using Random Typing},
      booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I},
      year = {2009},
      pages = {13-28},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-642-04180-8_13},
     }
  • A. P. Appel, D. Chakrabarti, C. Faloutsos, R. Kumar, J. Leskovec, and A. Tomkins, "ShatterPlots: Fast Tools for Mining Large Graphs," in Proceedings of the SIAM International Conference on Data Mining, SDM 2009, April 30 – May 2, 2009, Sparks, Nevada, USA, 2009, pp. 802-813. [BIBTEX]
    @INPROCEEDINGS{Appel2009,
      author = {Ana Paula Appel and Deepayan Chakrabarti and Christos Faloutsos and Ravi Kumar and Jure Leskovec and Andrew Tomkins},
      title = {ShatterPlots: Fast Tools for Mining Large Graphs},
      booktitle = {Proceedings of the SIAM International Conference on Data Mining, SDM 2009, April 30 - May 2, 2009, Sparks, Nevada, USA},
      year = {2009},
      pages = {802-813},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.siam.org/proceedings/datamining/2009/dm09_073_appela.pdf}
    }
  • N. Du, C. Faloutsos, B. Wang, and L. Akoglu, "Large human communication networks: patterns and a utility-driven generator," in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 – July 1, 2009, 2009, pp. 269-278. [BIBTEX]
    @INPROCEEDINGS{Du2009,
      author = {Nan Du and Christos Faloutsos and Bai Wang and Leman Akoglu},
      title = {Large human communication networks: patterns and a utility-driven generator},
      booktitle = {Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009},
      year = {2009},
      pages = {269-278},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1557019.1557054}
    }
  • M. Goetz, J. Leskovec, M. McGlohon, and C. Faloutsos, "Modeling Blog Dynamics," in ICWSM, 2009. [BIBTEX]
    @INPROCEEDINGS{Goetz2009,
      author = {Michaela Goetz and Jure Leskovec and Mary McGlohon and Christos Faloutsos},
      title = {Modeling Blog Dynamics},
      booktitle = {ICWSM},
      year = {2009},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • F. Guo, C. L. 0001, A. Kannan, T. Minka, M. J. Taylor, Y. M. Wang, and C. Faloutsos, "Click chain model in web search," in Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009, 2009, pp. 11-20. [BIBTEX]
    @INPROCEEDINGS{Guo2009,
      author = {Fan Guo and Chao Liu 0001 and Anitha Kannan and Tom Minka and Michael J. Taylor and Yi Min Wang and Christos Faloutsos},
      title = {Click chain model in web search},
      booktitle = {Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009},
      year = {2009},
      pages = {11-20},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1526709.1526712}
    }
  • U. Kang, C. E. Tsourakakis, and C. Faloutsos, "PEGASUS: A Peta-Scale Graph Mining System," in ICDM, 2009, pp. 229-238. [BIBTEX]
    @INPROCEEDINGS{Kang2009,
      author = {U. Kang and Charalampos E. Tsourakakis and Christos Faloutsos},
      title = {PEGASUS: A Peta-Scale Graph Mining System},
      booktitle = {ICDM},
      year = {2009},
      pages = {229-238},
      bdsk-url-1 = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2009.14},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icdm/2009},
      date-added = {2014-02-09 00:14:15 -0500},
      date-modified = {2014-02-09 00:14:15 -0500}
    }
  • L. Li, J. McCann, N. S. Pollard, and C. Faloutsos, "DynaMMo: mining and summarization of coevolving sequences with missing values," in ACM SIGKDD, 2009, pp. 507-516. [BIBTEX]
    @INPROCEEDINGS{Li2009,
      author = {L. Li and J. McCann and N.S. Pollard and C. Faloutsos},
      title = {DynaMMo: mining and summarization of coevolving sequences with missing values},
      booktitle = {ACM SIGKDD},
      year = {2009},
      pages = {507-516},
      contents = {(not listed)},
      keywords = {superimposed coding hardware}
    }
  • C. Liu, F. Guo, and C. Faloutsos, "BBM: bayesian browsing model from petabyte-scale data," in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 – July 1, 2009, 2009, pp. 537-546. [BIBTEX]
    @INPROCEEDINGS{Liu2009,
      author = {Chao Liu and Fan Guo and Christos Faloutsos},
      title = {BBM: bayesian browsing model from petabyte-scale data},
      booktitle = {Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009},
      year = {2009},
      pages = {537-546},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1557019.1557081}
    }
  • M. McGlohon, S. Bay, M. G. Anderle, D. M. Steier, and C. Faloutsos, "SNARE: a link analytic system for graph labeling and risk detection," in Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, New York, NY, USA, 2009, pp. 1265-1274. [PDF] [BIBTEX]
    @INPROCEEDINGS{McGlohon2009,
      author = {McGlohon, Mary and Bay, Stephen and Anderle, Markus G. and Steier, David M. and Faloutsos, Christos},
      title = {SNARE: a link analytic system for graph labeling and risk detection},
      booktitle = {Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining},
      year = {2009},
      series = {KDD '09},
      pages = {1265--1274},
      address = {New York, NY, USA},
      publisher = {ACM},
      acmid = {1557155},
      doi = {http://doi.acm.org/10.1145/1557019.1557155},
      isbn = {978-1-60558-495-9},
      keywords = {anomaly detection, belief propagation, social networks},
      location = {Paris, France},
      numpages = {10},
      url = {http://doi.acm.org/10.1145/1557019.1557155}
    }
  • K. Onuma, H. Tong, and C. Faloutsos, "TANGENT: a novel, ‘Surprise me’, recommendation algorithm," in KDD, 2009, pp. 657-666. [BIBTEX]
    @INPROCEEDINGS{Onuma2009,
      author = {Kensuke Onuma and Hanghang Tong and Christos Faloutsos},
      title = {TANGENT: a novel, 'Surprise me', recommendation algorithm},
      booktitle = {KDD},
      year = {2009},
      pages = {657-666}
    }
  • A. B. Prakash, M. Seshadri, A. Sridharan, S. Machiraju, and C. Faloutsos, "EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs," in ICDM Workshops, 2009, pp. 290-295. [BIBTEX]
    @INPROCEEDINGS{Prakash2009,
      author = {B. Aditya Prakash and Mukund Seshadri and Ashwin Sridharan and Sridhar Machiraju and Christos Faloutsos},
      title = {EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs},
      booktitle = {ICDM Workshops},
      year = {2009},
      pages = {290-295},
      bdsk-url-1 = {http://doi.ieeecomputersociety.org/10.1109/ICDMW.2009.103},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icdm/2009w},
      date-added = {2014-02-09 00:26:04 -0500},
      date-modified = {2014-02-09 00:26:04 -0500}
    }
  • A. B. Prakash, N. Valler, D. Andersen, M. Faloutsos, and C. Faloutsos, "BGP-lens: patterns and anomalies in internet routing updates," in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 – July 1, 2009, 2009, pp. 1315-1324. [BIBTEX]
    @INPROCEEDINGS{Prakash2009a,
      author = {B. Aditya Prakash and Nicholas Valler and David Andersen and Michalis Faloutsos and Christos Faloutsos},
      title = {BGP-lens: patterns and anomalies in internet routing updates},
      booktitle = {Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009},
      year = {2009},
      pages = {1315-1324},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1557019.1557160}
    }
  • A. B. Prakash, N. Valler, D. Andersen, M. Faloutsos, and C. Faloutsos, "BGP-lens: patterns and anomalies in internet routing updates," KDD, pp. 1315-1324, 2009. [BIBTEX]
    @ARTICLE{Prakash2009b,
      author = {B. Aditya Prakash and Nicholas Valler and David Andersen and Michalis Faloutsos and Christos Faloutsos},
      title = {{BGP}-lens: patterns and anomalies in internet routing updates},
      journal = {KDD},
      year = {2009},
      pages = {1315-1324},
      address = {Paris, France}
    }
  • H. Tong, Y. Koren, and C. Faloutsos, "Direction-Aware Proximity on Graphs," , Wang, J., Ed., IGI Global, 2009, pp. 646-653. [BIBTEX]
    @INCOLLECTION{Tong2009,
      author = {Hanghang Tong and Yehuda Koren and Christos Faloutsos},
      title = {Direction-Aware Proximity on Graphs},
      booktitle = {Encyclopedia of Data Warehousing and Mining},
      publisher = {IGI Global},
      year = {2009},
      editor = {John Wang},
      pages = {646--653},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10889},
      isbn = {9781605660103}
    }
  • H. Tong, H. Qu, H. Jamjoom, and C. Faloutsos, "IPoG: fast interactive proximity querying on graphs," in CIKM, 2009, pp. 1673-1676. [BIBTEX]
    @INPROCEEDINGS{Tong2009a,
      author = {Hanghang Tong and Huiming Qu and Hani Jamjoom and Christos Faloutsos},
      title = {iPoG: fast interactive proximity querying on graphs},
      booktitle = {CIKM},
      year = {2009},
      editor = {David Wai-Lok Cheung and Il-Yeol Song and Wesley W. Chu and Xiaohua Hu and Jimmy J. Lin},
      pages = {1673--1676},
      publisher = {ACM},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1645953.1646201},
      isbn = {978-1-60558-512-3}
    }
  • C. E. Tsourakakis, P. Drineas, E. Michelakis, I. Koutis, and C. Faloutsos, "Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification," in 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009, 20-22 July 2009, Athens, Greece, 2009, pp. 66-71. [BIBTEX]
    @INPROCEEDINGS{Tsourakakis2009,
      author = {Charalampos E. Tsourakakis and Petros Drineas and Eirinaios Michelakis and Ioannis Koutis and Christos Faloutsos},
      title = {Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification},
      booktitle = {2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009, 20-22 July 2009, Athens, Greece},
      year = {2009},
      pages = {66-71},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/ASONAM.2009.32}
    }
  • C. E. Tsourakakis, U. Kang, G. L. Miller, and C. Faloutsos, "DOULION: counting triangles in massive graphs with a coin," in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 – July 1, 2009, 2009, pp. 837-846. [BIBTEX]
    @INPROCEEDINGS{Tsourakakis2009a,
      author = {Charalampos E. Tsourakakis and U. Kang and Gary L. Miller and Christos Faloutsos},
      title = {DOULION: counting triangles in massive graphs with a coin},
      booktitle = {Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009},
      year = {2009},
      pages = {837-846},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1557019.1557111}
    }

2008

  • L. Akoglu, M. McGlohon, and C. Faloutsos, "RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs," ICDM, 2008. [BIBTEX]
    @ARTICLE{Akoglu2008,
      author = {Leman Akoglu and Mary McGlohon and Christos Faloutsos},
      title = {{RTM}: Laws and a Recursive Generator for Weighted Time-Evolving Graphs},
      journal = {ICDM},
      year = {2008},
      address = {Pisa, Italy}
    }
  • C. Böhm, C. Faloutsos, and C. Plant, "Outlier-robust clustering using independent components," in SIGMOD, USA, 2008, pp. 185-198. [BIBTEX]
    @INPROCEEDINGS{Bohm2008,
      author = {B\"{o}hm,, Christian and Faloutsos,, Christos and Plant,, Claudia},
      title = {Outlier-robust clustering using independent components},
      booktitle = {SIGMOD},
      year = {2008},
      pages = {185--198},
      address = {USA},
      doi = {http://doi.acm.org/10.1145/1376616.1376638},
      isbn = {978-1-60558-102-6},
      location = {Vancouver, Canada}
    }
  • B. Bryan, F. Eberhardt, and C. Faloutsos, "Compact Similarity Joins," in ICDE, 2008, pp. 346-355. [BIBTEX]
    @INPROCEEDINGS{Bryan2008,
      author = {Brent Bryan and Frederick Eberhardt and Christos Faloutsos},
      title = {Compact Similarity Joins},
      booktitle = {ICDE},
      year = {2008},
      pages = {346-355},
      bdsk-url-1 = {http://dx.doi.org/10.1109/ICDE.2008.4497443},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icde/2008},
      date-added = {2010-01-24 07:09:26 -0500},
      date-modified = {2010-01-24 07:09:26 -0500}
    }
  • D. H. Chau, C. Faloutsos, H. Tong, J. I. Hong, B. Gallagher, and T. Eliassi-Rad, "GRAPHITE: A Visual Query System for Large Graphs," in Data Mining Workshops, 2008. ICDMW’08. IEEE International Conference on, 2008, pp. 963-966. [BIBTEX]
    @CONFERENCE{Chau2008,
      author = {Chau, D.H. and Faloutsos, C. and Tong, H. and Hong, J.I. and Gallagher, B. and Eliassi-Rad, T.},
      title = {{GRAPHITE: A Visual Query System for Large Graphs}},
      booktitle = {Data Mining Workshops, 2008. ICDMW'08. IEEE International Conference on},
      year = {2008},
      pages = {963--966},
      organization = {IEEE}
    }
  • C. Faloutsos, "Graph mining and influence propagation," in Proceedings of the 2nd ACM Workshop on Information Credibility on the Web, WICOW 2008, Napa Valley, California, USA, October 30, 2008, 2008, pp. 1-2. [BIBTEX]
    @INPROCEEDINGS{Faloutsos2008,
      author = {Christos Faloutsos},
      title = {Graph mining and influence propagation},
      booktitle = {Proceedings of the 2nd ACM Workshop on Information Credibility on the Web, WICOW 2008, Napa Valley, California, USA, October 30, 2008},
      year = {2008},
      pages = {1-2},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1458527.1458529}
    }
  • J. Ferlez, C. Faloutsos, J. Leskovec, D. Mladenic, and M. Grobelnik, "Monitoring Network Evolution using MDL," in ICDE, 2008, pp. 1328-1330. [BIBTEX]
    @INPROCEEDINGS{Ferlez2008,
      author = {Jure Ferlez and Christos Faloutsos and Jure Leskovec and Dunja Mladenic and Marko Grobelnik},
      title = {Monitoring Network Evolution using MDL},
      booktitle = {ICDE},
      year = {2008},
      pages = {1328-1330},
      bdsk-url-1 = {http://dx.doi.org/10.1109/ICDE.2008.4497545},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:conf/icde/2008},
      date-added = {2010-01-24 07:09:26 -0500},
      date-modified = {2010-01-24 07:09:26 -0500}
    }
  • B. Gallagher, H. Tong, T. Eliassi-Rad, and C. Faloutsos, "Using ghost edges for classification in sparsely labeled networks," in KDD, 2008, pp. 256-264. [BIBTEX]
    @INPROCEEDINGS{Gallagher2008,
      author = {Brian Gallagher and Hanghang Tong and Tina Eliassi-Rad and Christos Faloutsos},
      title = {Using ghost edges for classification in sparsely labeled networks},
      booktitle = {KDD},
      year = {2008},
      editor = {Ying Li and Bing Liu and Sunita Sarawagi},
      pages = {256--264},
      publisher = {ACM},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1401890.1401925},
      isbn = {978-1-60558-193-4}
    }
  • F. Guo, L. Li, C. Faloutsos, and E. P. Xing, "C-DEM: a multi-modal query system for Drosophila Embryo databases," PVLDB, vol. 1, iss. 2, pp. 1508-1511, 2008. [BIBTEX]
    @ARTICLE{Guo2008,
      author = {Fan Guo and Lei Li and Christos Faloutsos and Eric P. Xing},
      title = {C-DEM: a multi-modal query system for Drosophila Embryo databases},
      journal = {PVLDB},
      year = {2008},
      volume = {1},
      pages = {1508-1511},
      number = {2},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.vldb.org/pvldb/1/1454214.pdf}
    }
  • Z. Guo, Z. (. Zhang, E. P. Xing, and C. Faloutsos, "Semi-Supervised Learning Based on Semiparametric Regularization," in Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA, 2008, pp. 132-142. [BIBTEX]
    @INPROCEEDINGS{Guo2008a,
      author = {Zhen Guo and Zhongfei (Mark) Zhang and Eric P. Xing and Christos Faloutsos},
      title = {Semi-Supervised Learning Based on Semiparametric Regularization},
      booktitle = {Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA},
      year = {2008},
      pages = {132-142},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.siam.org/proceedings/datamining/2008/dm08_12_Guo.pdf}
    }
  • G. Kim, C. Faloutsos, and M. Hebert, "Unsupervised modeling of object categories using link analysis techniques," in 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 24-26 June 2008, Anchorage, Alaska, USA, 2008. [BIBTEX]
    @INPROCEEDINGS{Kim2008,
      author = {Gunhee Kim and Christos Faloutsos and Martial Hebert},
      title = {Unsupervised modeling of object categories using link analysis techniques},
      booktitle = {2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 24-26 June 2008, Anchorage, Alaska, USA},
      year = {2008},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1109/CVPR.2008.4587502}
    }
  • G. Kim, C. Faloutsos, and M. Hebert, "Unsupervised modeling and recognition of object categories with combination of visual contents and geometric similarity links," in Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2008, Vancouver, British Columbia, Canada, October 30-31, 2008, 2008, pp. 419-426. [BIBTEX]
    @INPROCEEDINGS{Kim2008a,
      author = {Gunhee Kim and Christos Faloutsos and Martial Hebert},
      title = {Unsupervised modeling and recognition of object categories with combination of visual contents and geometric similarity links},
      booktitle = {Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2008, Vancouver, British Columbia, Canada, October 30-31, 2008},
      year = {2008},
      pages = {419-426},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1460096.1460164}
    }
  • L. Li, W. Fu, F. Guo, T. C. Mowry, and C. Faloutsos, "Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps," in Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, 2008, pp. 471-479. [BIBTEX]
    @INPROCEEDINGS{Li2008,
      author = {Lei Li and Wenjie Fu and Fan Guo and Todd C. Mowry and Christos Faloutsos},
      title = {Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps},
      booktitle = {Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008},
      year = {2008},
      pages = {471-479},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1401890.1401949}
    }
  • M. Mcglohon, L. Akoglu, and C. Faloutsos, "Weighted Graphs and Disconnected Components: Patterns and a generator," in ACM Special Interest Group on Knowledge Discovery and Data Mining (SIG-KDD), 2008. [BIBTEX]
    @INPROCEEDINGS{Mcglohon2008,
      author = {Mcglohon, Mary and Akoglu, Leman and Faloutsos, Christos},
      title = {Weighted Graphs and Disconnected Components: Patterns and a generator},
      booktitle = {ACM Special Interest Group on Knowledge Discovery and Data Mining (SIG-KDD)},
      year = {2008},
      month = {August},
      citeulike-article-id = {3988982},
      location = {Las Vegas, Nevada},
      posted-at = {2009-02-01 00:00:16},
      priority = {2}
    }
  • S. Papadimitriou, J. Sun, C. Faloutsos, and P. S. Yu, "Hierarchical, Parameter-Free Community Discovery," in Machine Learning and Knowledge Discovery in Databases, European Conference, ECML/PKDD 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part II, 2008, pp. 170-187. [BIBTEX]
    @INPROCEEDINGS{Papadimitriou2008,
      author = {Spiros Papadimitriou and Jimeng Sun and Christos Faloutsos and Philip S. Yu},
      title = {Hierarchical, Parameter-Free Community Discovery},
      booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, ECML/PKDD 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part II},
      year = {2008},
      pages = {170-187},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-540-87481-2_12}
    }
  • A. B. Prakash, M. Faloutsos, and C. Faloutsos, "Formalizing the BGP stability problem: patterns and a chaotic model," CMU Technical Report, Number: CMU-CS-08-165, 2008. [BIBTEX]
    @ARTICLE{Prakash2008,
      author = {B. Aditya Prakash and Michalis Faloutsos and Christos Faloutsos},
      title = {Formalizing the BGP stability problem: patterns and a chaotic model},
      journal = {CMU Technical Report, Number: CMU-CS-08-165},
      year = {2008}
    }
  • Y. Qi, F. Balem, C. Faloutsos, J. Klein-Seetharaman, and Z. Bar-Joseph, "Protein complex identification by supervised graph local clustering," in Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), Toronto, Canada, July 19-23, 2008, 2008, pp. 250-268. [BIBTEX]
    @INPROCEEDINGS{Qi2008,
      author = {Yanjun Qi and Fernanda Balem and Christos Faloutsos and Judith Klein-Seetharaman and Ziv Bar-Joseph},
      title = {Protein complex identification by supervised graph local clustering},
      booktitle = {Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), Toronto, Canada, July 19-23, 2008},
      year = {2008},
      pages = {250-268},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1093/bioinformatics/btn164}
    }
  • H. L. Razente, M. C. N. Barioni, A. J. M. Traina, C. Faloutsos, and J. Traina Caetano, "A Novel Optimization Approach to Efficiently Process Aggregate Similarity Queries in MAM," in ACM 17th International Conference on Information and Knowledge Management (CIKM 08), Napa Valley, CA, 2008, pp. 193-202. [BIBTEX]
    @INPROCEEDINGS{Razente2008,
      author = {Razente, Humberto Luis and Barioni, Maria Camila Nardini and Traina, Agma Juci Machado and Faloutsos, Christos and Traina, Caetano, Jr.},
      title = {A Novel Optimization Approach to Efficiently Process Aggregate Similarity Queries in MAM},
      booktitle = {ACM 17th International Conference on Information and Knowledge Management (CIKM 08)},
      year = {2008},
      editor = {Shanahan, James G. and Amer-Yahia, Sihem and Manolescu, Ioana and Zhang, Yi and Evans, David A. and Kolcz, Aleksander and Choi, Key-Sun and Chowdhury, Abdur},
      pages = {193-202},
      address = {Napa Valley, CA},
      publisher = {ACM Press}
    }
  • Y. Sakurai, R. Chong, L. Li, and C. Faloutsos, "Efficient Distribution Mining and Classification," in Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA, 2008, pp. 632-643. [BIBTEX]
    @INPROCEEDINGS{Sakurai2008,
      author = {Yasushi Sakurai and Rosalynn Chong and Lei Li and Christos Faloutsos},
      title = {Efficient Distribution Mining and Classification},
      booktitle = {Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA},
      year = {2008},
      pages = {632-643},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.siam.org/proceedings/datamining/2008/dm08_58_sakurai.pdf}
    }
  • M. Seshadri, S. Machiraju, A. Sridharan, J. Bolot, C. Faloutsos, and J. Leskove, "Mobile call graphs: beyond power-law and lognormal distributions," in Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, Las Vegas, Nevada, USA, 2008, pp. 596-604. [BIBTEX]
    @INPROCEEDINGS{Seshadri2008,
      author = {Mukund Seshadri and Sridhar Machiraju and Ashwin Sridharan and Jean Bolot and Christos Faloutsos and Jure Leskove},
      title = {Mobile call graphs: beyond power-law and lognormal distributions},
      booktitle = {Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining},
      year = {2008},
      pages = {596-604},
      address = {Las Vegas, Nevada, USA},
      publisher = {ACM},
      note = {http://doi.acm.org/10.1145/1401890.1401963}
    }
  • J. D. Strunk, E. Thereska, C. Faloutsos, and G. R. Ganger, "Using Utility to Provision Storage Systems," in 6th USENIX Conference on File and Storage Technologies, FAST 2008, February 26-29, 2008, San Jose, CA, USA, 2008, pp. 313-328. [BIBTEX]
    @INPROCEEDINGS{Strunk2008,
      author = {John D. Strunk and Eno Thereska and Christos Faloutsos and Gregory R. Ganger},
      title = {Using Utility to Provision Storage Systems},
      booktitle = {6th USENIX Conference on File and Storage Technologies, FAST 2008, February 26-29, 2008, San Jose, CA, USA},
      year = {2008},
      pages = {313-328},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.usenix.org/events/fast08/tech/strunk.html}
    }
  • J. Sun, D. Tao, S. Papadimitriou, P. S. Yu, and C. Faloutsos, "Incremental tensor analysis: Theory and applications," TKDD, vol. 2, iss. 3, 2008. [BIBTEX]
    @ARTICLE{Sun2008,
      author = {Jimeng Sun and Dacheng Tao and Spiros Papadimitriou and Philip S. Yu and Christos Faloutsos},
      title = {Incremental tensor analysis: Theory and applications},
      journal = {TKDD},
      year = {2008},
      volume = {2},
      number = {3},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1409620.1409621},
     }
  • J. Sun, C. E. Tsourakakis, E. Hoke, C. Faloutsos, and T. Eliassi-Rad, "Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect Data," in Machine Learning and Knowledge Discovery in Databases, European Conference, ECML/PKDD 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part I, 2008, p. 22. [BIBTEX]
    @INPROCEEDINGS{Sun2008a,
      author = {Jimeng Sun and Charalampos E. Tsourakakis and Evan Hoke and Christos Faloutsos and Tina Eliassi-Rad},
      title = {Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect Data},
      booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, ECML/PKDD 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part I},
      year = {2008},
      pages = {22},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-540-87479-9_19}
    }
  • J. Sun, Y. Xie, H. Zhang, and C. Faloutsos, "Less is More: Sparse Graph Mining with Compact Matrix Decomposition," Statistical Analysis and Data Mining, vol. 1, iss. 1, pp. 6-22, 2008. [BIBTEX]
    @ARTICLE{Sun2008b,
      author = {Jimeng Sun and Yinglian Xie and Hui Zhang and Christos Faloutsos},
      title = {Less is More: Sparse Graph Mining with Compact Matrix Decomposition},
      journal = {Statistical Analysis and Data Mining},
      year = {2008},
      volume = {1},
      pages = {6-22},
      number = {1},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1002/sam.102}
    }
  • D. Tao, M. Song, X. Li, J. Shen, J. Sun, X. Wu, C. Faloutsos, and S. J. Maybank, "Bayesian Tensor Approach for 3-D Face Modeling," IEEE Trans. Circuits Syst. Video Techn., vol. 18, iss. 10, pp. 1397-1410, 2008. [BIBTEX]
    @ARTICLE{Tao2008,
      author = {Dacheng Tao and Mingli Song and Xuelong Li and Jialie Shen and Jimeng Sun and Xindong Wu and Christos Faloutsos and Stephen J. Maybank},
      title = {Bayesian Tensor Approach for 3-D Face Modeling},
      journal = {IEEE Trans. Circuits Syst. Video Techn.},
      year = {2008},
      volume = {18},
      pages = {1397-1410},
      number = {10},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1109/TCSVT.2008.2002825}
    }
  • D. Tao, J. Sun, J. Shen, X. Wu, X. Li, S. J. Maybank, and C. Faloutsos, "Bayesian tensor analysis," in Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, 2008, pp. 1402-1409. [BIBTEX]
    @INPROCEEDINGS{Tao2008a,
      author = {Dacheng Tao and Jimeng Sun and Jialie Shen and Xindong Wu and Xuelong Li and Stephen J. Maybank and Christos Faloutsos},
      title = {Bayesian tensor analysis},
      booktitle = {Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008},
      year = {2008},
      pages = {1402-1409},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1109/IJCNN.2008.4633981}
    }
  • H. Tong, C. Faloutsos, and J. Pan, "Random Walk with Restart: Fast Solutions and Applications," Knowledge and Information Systems: An International Journal (KAIS), 2008. [BIBTEX]
    @ARTICLE{Tong2008,
      author = {Hanghang Tong and Christos Faloutsos and Jia-Yu Pan},
      title = {Random Walk with Restart: Fast Solutions and Applications},
      journal = {Knowledge and Information Systems: An International Journal (KAIS)},
      year = {2008},
      volumn = {14}
    }
  • H. Tong, S. Papadimitriou, J. Sun, P. S. Yu, and C. Faloutsos, "Colibri: fast mining of large static and dynamic graphs," in KDD, 2008, pp. 686-694. [BIBTEX]
    @INPROCEEDINGS{Tong2008a,
      author = {Hanghang Tong and Spiros Papadimitriou and Jimeng Sun and Philip S. Yu and Christos Faloutsos},
      title = {Colibri: fast mining of large static and dynamic graphs},
      booktitle = {KDD},
      year = {2008},
      editor = {Ying Li and Bing Liu and Sunita Sarawagi},
      pages = {686--694},
      publisher = {ACM},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1401890.1401973},
      isbn = {978-1-60558-193-4}
    }
  • H. Tong, S. Papadimitriou, P. S. Yu, and C. Faloutsos, "Proximity Tracking on Time-Evolving Bipartite Graphs," in SDM, 2008, pp. 704-715. [BIBTEX]
    @INPROCEEDINGS{Tong2008b,
      author = {Hanghang Tong and Spiros Papadimitriou and Philip S. Yu and Christos Faloutsos},
      title = {Proximity Tracking on Time-Evolving Bipartite Graphs},
      booktitle = {SDM},
      year = {2008},
      pages = {704--715},
      publisher = {SIAM},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.siam.org/proceedings/datamining/2008/dm08\_64\_Tong.pdf}
    }
  • H. Tong, S. Papadimitriou, P. S. Yu, and C. Faloutsos, "Fast Monitoring Proximity and Centrality on Time-Evolving Bipartite Graphs," SAM Special Issue on Best of SDM08, 2008. [BIBTEX]
    @ARTICLE{Tong2008c,
      author = {Hanghang Tong and Spiros Papadimitriou and Philip S. Yu and Christos Faloutsos},
      title = {Fast Monitoring Proximity and Centrality on Time-Evolving Bipartite Graphs},
      journal = {SAM Special Issue on Best of SDM08},
      year = {2008}
    }
  • H. Tong, Y. Sakurai, T. Eliassi-Rad, and C. Faloutsos, "Fast mining of complex time-stamped events," in CIKM, 2008, pp. 759-768. [BIBTEX]
    @INPROCEEDINGS{Tong2008d,
      author = {Hanghang Tong and Yasushi Sakurai and Tina Eliassi-Rad and Christos Faloutsos},
      title = {Fast mining of complex time-stamped events},
      booktitle = {CIKM},
      year = {2008},
      editor = {James G. Shanahan and Sihem Amer-Yahia and Ioana Manolescu and Yi Zhang and David A. Evans and Aleksander Kolcz and Key-Sun Choi and Abdur Chowdhury},
      pages = {759--768},
      publisher = {ACM},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1458082.1458184},
      isbn = {978-1-59593-991-3}
    }

2007

  • C. Böhm, C. Faloutsos, J. Pan, and C. Plant, "RIC: Parameter-free noise-robust clustering," TKDD, vol. 1, iss. 3, 2007. [BIBTEX]
    @ARTICLE{Bohm2007,
      author = {Christian B{\"o}hm and Christos Faloutsos and Jia-Yu Pan and Claudia Plant},
      title = {RIC: Parameter-free noise-robust clustering},
      journal = {TKDD},
      year = {2007},
      volume = {1},
      number = {3},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1297332.1297334}
    }
  • D. Chakrabarti, C. Faloutsos, and Y. Zhan, "Visualization of large networks with min-cut plots, A-plots and R-MAT," Int. J. Hum.-Comput. Stud., vol. 65, iss. 5, pp. 434-445, 2007. [BIBTEX]
    @ARTICLE{Chakrabarti2007,
      author = {Deepayan Chakrabarti and Christos Faloutsos and Yiping Zhan},
      title = {Visualization of large networks with min-cut plots, A-plots and R-MAT},
      journal = {Int. J. Hum.-Comput. Stud.},
      year = {2007},
      volume = {65},
      pages = {434-445},
      number = {5},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1016/j.ijhcs.2006.11.002}
    }
  • D. Chakrabarti, J. Leskovec, C. Faloutsos, S. Madden, C. Guestrin, and M. Faloutsos, "Information Survival Threshold in Sensor and P2P Networks," in INFOCOM 2007. 26th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 6-12 May 2007, Anchorage, Alaska, USA, 2007, pp. 1316-1324. [BIBTEX]
    @INPROCEEDINGS{Chakrabarti2007a,
      author = {Deepayan Chakrabarti and Jure Leskovec and Christos Faloutsos and Samuel Madden and Carlos Guestrin and Michalis Faloutsos},
      title = {Information Survival Threshold in Sensor and P2P Networks},
      booktitle = {INFOCOM 2007. 26th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 6-12 May 2007, Anchorage, Alaska, USA},
      year = {2007},
      pages = {1316-1324},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1109/INFCOM.2007.156}
    }
  • D. Chakrabarti, Y. Wang, C. Wang, J. Leskovec, and C. Faloutsos, "Epidemic Thresholds in Real Networks," ACM Transactions on Information and System Security (ACM TISSEC), vol. 10, iss. 4, 2007. [BIBTEX]
    @ARTICLE{Chakrabarti2007b,
      author = {Deepayan Chakrabarti and Yang Wang and Chenxi Wang and Jure Leskovec and Christos Faloutsos},
      title = {Epidemic Thresholds in Real Networks},
      journal = {ACM Transactions on Information and System Security (ACM TISSEC)},
      year = {2007},
      volume = {10},
      number = {4}
    }
  • D. H. Chau, S. Pandit, S. Wang, and C. Faloutsos, "Parallel crawling for online social networks," in Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007, 2007, pp. 1283-1284. [BIBTEX]
    @INPROCEEDINGS{Chau2007,
      author = {Duen Horng Chau and Shashank Pandit and Samuel Wang and Christos Faloutsos},
      title = {Parallel crawling for online social networks},
      booktitle = {Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007},
      year = {2007},
      pages = {1283-1284},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1242572.1242809}
    }
  • C. Faloutsos, T. G. Kolda, and J. Sun, "Mining large graphs and streams using matrix and tensor tools," in SIGMOD Conference, 2007, p. 1174. [BIBTEX]
    @INPROCEEDINGS{Faloutsos2007,
      author = {Christos Faloutsos and Tamara G. Kolda and Jimeng Sun},
      title = {Mining large graphs and streams using matrix and tensor tools},
      booktitle = {SIGMOD Conference},
      year = {2007},
      editor = {Chee Yong Chan and Beng Chin Ooi and Aoying Zhou},
      pages = {1174},
      publisher = {ACM},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1247480.1247647},
      isbn = {978-1-59593-686-8},
     }
  • C. Faloutsos and V. Megalooikonomou, "On data mining, compression, and Kolmogorov complexity," Data Mining and Knowledge Discovery, vol. To be published, 2007. [BIBTEX]
    @ARTICLE{Faloutsos2007a,
      author = {Faloutsos, Christos and Megalooikonomou, Vasileios},
      title = {On data mining, compression, and Kolmogorov complexity},
      journal = {Data Mining and Knowledge Discovery},
      year = {2007},
      volume = {To be published}
    }
  • Z. Guo, Z. Zhang, E. P. Xing, and C. Faloutsos, "A Max Margin Framework on Image Annotation and Multimodal Image Retrieval," in Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007, July 2-5, 2007, Beijing, China, 2007, pp. 504-507. [BIBTEX]
    @INPROCEEDINGS{Guo2007,
      author = {Zhen Guo and Zhongfei Zhang and Eric P. Xing and Christos Faloutsos},
      title = {A Max Margin Framework on Image Annotation and Multimodal Image Retrieval},
      booktitle = {Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007, July 2-5, 2007, Beijing, China},
      year = {2007},
      pages = {504-507},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1109/ICME.2007.4284697}
    }
  • Z. Guo, Z. Zhang, E. P. Xing, and C. Faloutsos, "Enhanced max margin learning on multimodal data mining in a multimedia database," in KDD, 2007, pp. 340-349. [BIBTEX]
    @INPROCEEDINGS{Guo2007a,
      author = {Zhen Guo and Zhongfei Zhang and Eric P. Xing and Christos Faloutsos},
      title = {Enhanced max margin learning on multimodal data mining in a multimedia database},
      booktitle = {KDD},
      year = {2007},
      pages = {340-349}
    }
  • C. T. Jr., R. S. F. Filho, A. J. M. Traina, M. R. Vieira, and C. Faloutsos, "The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient," VLDB J., vol. 16, iss. 4, pp. 483-505, 2007. [BIBTEX]
    @ARTICLE{Jr.2007,
      author = {Caetano Traina Jr. and Roberto F. Santos Filho and Agma J. M. Traina and Marcos R. Vieira and Christos Faloutsos},
      title = {The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient},
      journal = {VLDB J.},
      year = {2007},
      volume = {16},
      pages = {483-505},
      number = {4},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/s00778-005-0178-0}
    }
  • A. Krause, J. Leskovec, C. Guestrin, J. VanBriesen, and C. Faloutsos, "Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks," Submitted to the Journal of Water Resources Planning an Management, 2007. [BIBTEX]
    @ARTICLE{Krause2007,
      author = {Krause, Andreas and Leskovec, Jure and Guestrin, Carlos and VanBriesen, Jeanne and Faloutsos, Christos},
      title = {{Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks}},
      journal = {Submitted to the Journal of Water Resources Planning an Management},
      year = {2007},
      volume = {0},
      pages = {0}
    }
  • J. Leskovec and C. Faloutsos, "Scalable modeling of real graphs using Kronecker multiplication," in ICML, 2007, pp. 497-504. [BIBTEX]
    @INPROCEEDINGS{Leskovec2007,
      author = {Jure Leskovec and Christos Faloutsos},
      title = {Scalable modeling of real graphs using Kronecker multiplication},
      booktitle = {ICML},
      year = {2007},
      pages = {497-504}
    }
  • J. Leskovec, J. M. Kleinberg, and C. Faloutsos, "Graph evolution: Densification and shrinking diameters," TKDD, vol. 1, iss. 1, 2007. [BIBTEX]
    @ARTICLE{Leskovec2007a,
      author = {Jure Leskovec and Jon M. Kleinberg and Christos Faloutsos},
      title = {Graph evolution: Densification and shrinking diameters},
      journal = {TKDD},
      year = {2007},
      volume = {1},
      number = {1},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1217299.1217301}
    }
  • J. Leskovec, A. Krause, C. Guestrin, C. Faloutsos, J. VanBriesen, and N. Glance, "Cost-effective outbreak detection in networks," in Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, San Jose, California, USA, 2007, pp. 420-429. [BIBTEX]
    @INPROCEEDINGS{Leskovec2007b,
      author = {Jure Leskovec and Andreas Krause and Carlos Guestrin and Christos Faloutsos and Jeanne VanBriesen and Natalie Glance},
      title = {Cost-effective outbreak detection in networks},
      booktitle = {Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining},
      year = {2007},
      pages = {420-429},
      address = {San Jose, California, USA},
      publisher = {ACM},
      note = {http://doi.acm.org/10.1145/1281192.1281239},
      date-added = {2010-01-25 00:18:47 -0500},
      date-modified = {2010-01-25 00:18:47 -0500}
    }
  • J. Leskovec, M. Mcglohon, C. Faloutsos, N. Glance, and M. Hurst, "Cascading Behavior in Large Blog Graphs: Patterns and a Model," in Society of Applied and Industrial Mathematics: Data Mining (SDM07), 2007. [BIBTEX]
    @INPROCEEDINGS{Leskovec2007c,
      author = {Leskovec, Jure and Mcglohon, Mary and Faloutsos, Christos and Glance, Natalie and Hurst, Matthew},
      title = {Cascading Behavior in Large Blog Graphs: Patterns and a Model},
      booktitle = {Society of Applied and Industrial Mathematics: Data Mining (SDM07)},
      year = {2007},
      citeulike-article-id = {2696622},
      keywords = {file-import-08-04-21, imported, llss},
      posted-at = {2008-04-21 14:52:32},
      priority = {0}
    }
  • J. Leskovec, M. McGlohon, C. Faloutsos, N. S. Glance, and M. Hurst, "Patterns of Cascading Behavior in Large Blog Graphs," in SDM, 2007. [BIBTEX]
    @INPROCEEDINGS{Leskovec2007d,
      author = {Jure Leskovec and Mary McGlohon and Christos Faloutsos and Natalie S. Glance and Matthew Hurst},
      title = {Patterns of Cascading Behavior in Large Blog Graphs},
      booktitle = {SDM},
      year = {2007}
    }
  • M. McGlohon and C. Faloutsos, "ADAGE: A software package for analyzing graph evolution," Machine Learning Department, Carnegie Mellon University, CMU-ML-07-112, 2007. [BIBTEX]
    @TECHREPORT{McGlohon2007,
      author = {McGlohon, Mary and Faloutsos, Christos},
      title = {{ADAGE: A software package for analyzing graph evolution}},
      institution = {Machine Learning Department, Carnegie Mellon University},
      year = {2007},
      number = {CMU-ML-07-112},
      month = aug }
  • M. McGlohon, J. Leskovec, C. Faloutsos, M. Hurst, and N. Glance, "Finding Patterns in Blog Shapes and Blog Evolution," in International Conference on Weblogs and Social Media, Boulder, Colo., 2007. [BIBTEX]
    @INPROCEEDINGS{McGlohon2007a,
      author = {Mary McGlohon and Jure Leskovec and Christos Faloutsos and Matthew Hurst and Natalie Glance},
      title = {Finding Patterns in Blog Shapes and Blog Evolution},
      booktitle = {International Conference on Weblogs and Social Media},
      year = {2007},
      address = {Boulder, Colo.},
      month = {March}
    }
  • S. Pandit, D. H. Chau, S. Wang, and C. Faloutsos, "Netprobe: a fast and scalable system for fraud detection in online auction networks," in Proceedings of the 16th international conference on World Wide Web, 2007, pp. 201-210. [BIBTEX]
    @CONFERENCE{Pandit2007,
      author = {Pandit, S. and Chau, D.H. and Wang, S. and Faloutsos, C.},
      title = {{Netprobe: a fast and scalable system for fraud detection in online auction networks}},
      booktitle = {Proceedings of the 16th international conference on World Wide Web},
      year = {2007},
      pages = {201--210},
      organization = {ACM}
    }
  • S. Pandit, D. H. Chau, S. Wang, and C. Faloutsos, "Netprobe: a fast and scalable system for fraud detection in online auction networks," in Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007, 2007, pp. 201-210. [BIBTEX]
    @INPROCEEDINGS{Pandit2007a,
      author = {Shashank Pandit and Duen Horng Chau and Samuel Wang and Christos Faloutsos},
      title = {Netprobe: a fast and scalable system for fraud detection in online auction networks},
      booktitle = {Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007},
      year = {2007},
      pages = {201-210},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1242572.1242600}
    }
  • S. Papadimitriou, J. Sun, and C. Faloutsos, "Dimensionality Reduction and Forecasting on Streams." , 2007, pp. 261-288. [BIBTEX]
    @INCOLLECTION{Papadimitriou2007,
      author = {Spiros Papadimitriou and Jimeng Sun and Christos Faloutsos},
      title = {Dimensionality Reduction and Forecasting on Streams},
      booktitle = {Data Streams - Models and Algorithms},
      year = {2007},
      pages = {261-288},
      bdsk-url-1 = {http://dx.doi.org/10.1007/978-0-387-47534-9_12},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      crossref = {DBLP:series/ads/2007-31},
      date-added = {2014-02-09 01:12:55 -0500},
      date-modified = {2014-02-09 01:12:55 -0500}
    }
  • J. F. Rodrigues Jr., H. Tong, A. J. M. Traina, and C. Faloutsos, "Large Graph Visualization with GMine," Transactions on Applied Perception Journal, p. i, 2007. [BIBTEX]
    @ARTICLE{RodriguesJr.2007,
      author = {Rodrigues Jr., Jose Fernando and Tong, Hanghang and Traina, Agma Juci Machado and Faloutsos, Christos},
      title = {Large Graph Visualization with GMine},
      journal = {Transactions on Applied Perception Journal},
      year = {2007},
      pages = {(to be published)}
    }
  • Y. Sakurai, C. Faloutsos, and M. Yamamuro, "Stream Monitoring under the Time Warping Distance," in Proceedings of ICDE, Istanbul, Turkey, 2007, pp. 1046-1055. [BIBTEX]
    @INPROCEEDINGS{Sakurai2007,
      author = {Yasushi Sakurai and Christos Faloutsos and Masashi Yamamuro},
      title = {Stream Monitoring under the Time Warping Distance},
      booktitle = {Proceedings of ICDE},
      year = {2007},
      pages = {1046-1055},
      address = {Istanbul, Turkey},
      month = {April}
    }
  • E. P. M. de Sousa, A. J. M. Traina, J. Traina Caetano, and C. Faloutsos, "Measuring Evolving Data Streams’Behavior through Their Intrinsic Dimension," New Generation Computing, vol. 25, iss. 1, pp. 33-60, 2007. [BIBTEX]
    @ARTICLE{Sousa2007,
      author = {Sousa, Elaine Parros Machado de and Traina, Agma Juci Machado and Traina, Caetano, Jr. and Faloutsos, Christos},
      title = {Measuring Evolving Data Streams'Behavior through Their Intrinsic Dimension},
      journal = {New Generation Computing},
      year = {2007},
      volume = {25},
      pages = {33-60},
      number = {1}
    }
  • E. P. M. de Sousa, J. Traina Caetano, A. J. M. Traina, L. Wu, and C. Faloutsos, "A fast and effective method to find correlations among attributes in databases," Data Mining and Knowledge Discovery, vol. 14, iss. 3, pp. 367-407, 2007. [BIBTEX]
    @ARTICLE{Sousa2007a,
      author = {Sousa, Elaine Parros Machado de and Traina, Caetano, Jr. and Traina, Agma Juci Machado and Wu, Leejay and Faloutsos, Christos},
      title = {A fast and effective method to find correlations among attributes in databases},
      journal = {Data Mining and Knowledge Discovery},
      year = {2007},
      volume = {14},
      pages = {367-407},
      number = {3}
    }
  • J. Sun, C. Faloutsos, S. Papadimitriou, and P. S. Yu, "GraphScope: parameter-free mining of large time-evolving graphs," in Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, New York, NY, USA, 2007, pp. 687-696. [PDF] [BIBTEX]
    @INPROCEEDINGS{Sun2007,
      author = {Sun, Jimeng and Faloutsos, Christos and Papadimitriou, Spiros and Yu, Philip S.},
      title = {GraphScope: parameter-free mining of large time-evolving graphs},
      booktitle = {Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining},
      year = {2007},
      series = {KDD '07},
      pages = {687--696},
      address = {New York, NY, USA},
      publisher = {ACM},
      acmid = {1281266},
      doi = {http://doi.acm.org/10.1145/1281192.1281266},
      isbn = {978-1-59593-609-7},
      keywords = {MDL, graphs, mining, streams},
      location = {San Jose, California, USA},
      numpages = {10},
      url = {http://doi.acm.org/10.1145/1281192.1281266}
    }
  • J. Sun, Y. Xie, H. Zhang, and C. Faloutsos, "Less is More: Compact Matrix Decomposition for Large Sparse Graphs," in Proceedings of the Seventh SIAM International Conference on Data Mining, April 26-28, 2007, Minneapolis, Minnesota, USA, 2007. [BIBTEX]
    @INPROCEEDINGS{Sun2007a,
      author = {Jimeng Sun and Yinglian Xie and Hui Zhang and Christos Faloutsos},
      title = {Less is More: Compact Matrix Decomposition for Large Sparse Graphs},
      booktitle = {Proceedings of the Seventh SIAM International Conference on Data Mining, April 26-28, 2007, Minneapolis, Minnesota, USA},
      year = {2007},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.siam.org/meetings/proceedings/2007/datamining/papers/033Sun.pdf}
    }
  • D. Tao, J. Sun, X. Wu, X. Li, J. Shen, S. J. Maybank, and C. Faloutsos, "Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria," in Neural Information Processing, 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part I, 2007, pp. 791-801. [BIBTEX]
    @INPROCEEDINGS{Tao2007,
      author = {Dacheng Tao and Jimeng Sun and Xindong Wu and Xuelong Li and Jialie Shen and Stephen J. Maybank and Christos Faloutsos},
      title = {Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria},
      booktitle = {Neural Information Processing, 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part I},
      year = {2007},
      pages = {791-801},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/978-3-540-69158-7_82}
    }
  • H. Tong, C. Faloutsos, B. Gallagher, and T. Eliassi-Rad, "Fast best-effort pattern matching in large attributed graphs," in KDD ’07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, New York, NY, USA, 2007, pp. 737-746. [BIBTEX]
    @INPROCEEDINGS{Tong2007,
      author = {Hanghang Tong and Christos Faloutsos and Brian Gallagher and Tina Eliassi-Rad},
      title = {Fast best-effort pattern matching in large attributed graphs},
      booktitle = {KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining},
      year = {2007},
      pages = {737--746},
      address = {New York, NY, USA},
      publisher = {ACM},
      doi = {http://doi.acm.org/10.1145/1281192.1281271},
      isbn = {978-1-59593-609-7},
      location = {San Jose, California, USA}
    }
  • H. Tong, Y. Koren, and C. Faloutsos, "Fast direction-aware proximity for graph mining," in KDD, 2007, pp. 747-756. [BIBTEX]
    @INPROCEEDINGS{Tong2007a,
      author = {Hanghang Tong and Yehuda Koren and Christos Faloutsos},
      title = {Fast direction-aware proximity for graph mining},
      booktitle = {KDD},
      year = {2007},
      pages = {747-756}
    }
  • M. R. Vieira, C. T. Jr., A. J. M. Traina, A. S. Arantes, and C. Faloutsos, "Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii," in 19th International Conference on Scientific and Statistical Database Management, SSDBM 2007, 9-11 July 2007, Banff, Canada, Proceedings, 2007, p. 10. [BIBTEX]
    @INPROCEEDINGS{Vieira2007,
      author = {Marcos R. Vieira and Caetano Traina Jr. and Agma J. M. Traina and Adriano S. Arantes and Christos Faloutsos},
      title = {Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii},
      booktitle = {19th International Conference on Scientific and Statistical Database Management, SSDBM 2007, 9-11 July 2007, Banff, Canada, Proceedings},
      year = {2007},
      pages = {10},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/SSDBM.2007.5}
    }
  • M. R. Vieira, J. Traina Caetano, A. J. M. Traina, A. S. Arantes, and C. Faloutsos, "Estimating Suitable Query Radii to Boost kNearest Neighbor Queries," in 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007), Banff, Canada, 2007, pp. 1-10. [BIBTEX]
    @INPROCEEDINGS{Vieira2007a,
      author = {Vieira, Marcos Rodrigues and Traina, Caetano, Jr. and Traina, Agma Juci Machado and Arantes, Adriano Siqueira and Faloutsos, Christos},
      title = {Estimating Suitable Query Radii to Boost kNearest Neighbor Queries},
      booktitle = {19th International Conference on Scientific and Statistical Database Management (SSDBM 2007)},
      year = {2007},
      pages = {1-10},
      address = {Banff, Canada},
      publisher = {ACM Press}
    }

2006

  • C. Boehm, C. Faloutsos, J. Pan, and C. Plant, "Robust information-theoretic clustering," KDD, pp. 65-75, 2006. [BIBTEX]
    @ARTICLE{Boehm2006,
      author = {Christian Boehm and Christos Faloutsos and Jia-Yu Pan and Claudia Plant},
      title = {Robust information-theoretic clustering},
      journal = {KDD},
      year = {2006},
      pages = {65-75},
      address = {Philadelphia, PA, USA}
    }
  • D. Chakrabarti and C. Faloutsos, "Graph mining: Laws, generators, and algorithms," ACM Comput. Surv., vol. 38, iss. 1, 2006. [BIBTEX]
    @ARTICLE{Chakrabarti2006,
      author = {Deepayan Chakrabarti and Christos Faloutsos},
      title = {Graph mining: Laws, generators, and algorithms},
      journal = {ACM Comput. Surv.},
      year = {2006},
      volume = {38},
      number = {1},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1132952.1132954}
    }
  • D. H. Chau, S. Pandit, and C. Faloutsos, "Detecting Fraudulent Personalities in Networks of Online Auctioneers," PKDD, pp. 103-114, 2006. [BIBTEX]
    @ARTICLE{Chau2006,
      author = {Duen Horng Chau and Shashank Pandit and Christos Faloutsos},
      title = {Detecting Fraudulent Personalities in Networks of Online Auctioneers},
      journal = {PKDD},
      year = {2006},
      pages = {103-114},
      address = {Berlin, Germany}
    }
  • W. Ho, A. Smailagic, D. P. Siewiorek, and C. Faloutsos, "An Adaptive Two-Phase Approach to WiFi Location Sensing," in 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 13-17 March 2006, Pisa, Italy, 2006, pp. 452-456. [BIBTEX]
    @INPROCEEDINGS{Ho2006,
      author = {Wenyao Ho and Asim Smailagic and Daniel P. Siewiorek and Christos Faloutsos},
      title = {An Adaptive Two-Phase Approach to WiFi Location Sensing},
      booktitle = {4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 13-17 March 2006, Pisa, Italy},
      year = {2006},
      pages = {452-456},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/PERCOMW.2006.18}
    }
  • E. Hoke, J. Sun, and C. Faloutsos, "InteMon: Intelligent System Monitoring on Large Clusters," in Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006, 2006, pp. 1239-1242. [BIBTEX]
    @INPROCEEDINGS{Hoke2006,
      author = {Evan Hoke and Jimeng Sun and Christos Faloutsos},
      title = {InteMon: Intelligent System Monitoring on Large Clusters},
      booktitle = {Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006},
      year = {2006},
      pages = {1239-1242},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.vldb.org/conf/2006/p1239-hoke.pdf}
    }
  • J. F. R. Jr., H. Tong, A. J. M. Traina, C. Faloutsos, and J. Leskovec, "GMine: A System for Scalable, Interactive Graph Visualization and Mining," in VLDB, 2006, pp. 1195-1198. [BIBTEX]
    @INPROCEEDINGS{Jr.2006,
      author = {Jos{\'e} Fernando Rodrigues Jr. and Hanghang Tong and Agma J. M. Traina and Christos Faloutsos and Jure Leskovec},
      title = {GMine: A System for Scalable, Interactive Graph Visualization and Mining},
      booktitle = {VLDB},
      year = {2006},
      pages = {1195-1198}
    }
  • J. Leskovec and C. Faloutsos, "Sampling from large graphs," KDD, pp. 631-636, 2006. [BIBTEX]
    @ARTICLE{Leskovec2006,
      author = {Jure Leskovec and Christos Faloutsos},
      title = {Sampling from large graphs},
      journal = {KDD},
      year = {2006},
      pages = {631-636},
      address = {Philadelphia, PA, USA}
    }
  • J. Pan, A. G. R. Balan, A. J. M. Traina, C. Faloutsos, and E. P. Xing, "Automatic Mining of Fruit Fly Embryo Images," in 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2006), Philadelphia, PA, 2006, pp. 693-698. [BIBTEX]
    @INPROCEEDINGS{Pan2006,
      author = {Pan, Jia-Yu and Balan, Andre Guilherme Ribeiro and Traina, Agma Juci Machado and Faloutsos, Christos and Xing, E. P.},
      title = {Automatic Mining of Fruit Fly Embryo Images},
      booktitle = {12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2006)},
      year = {2006},
      pages = {693-698},
      address = {Philadelphia, PA},
      publisher = {ACM Press}
    }
  • J. F. Rodrigues Jr., A. J. M. Traina, C. Faloutsos, and J. Traina Caetano, "Supergraph Visualization," in IEEE International Symposium on Multimedia (ISM2006), San Diego – CA, 2006, pp. 227-234. [BIBTEX]
    @INPROCEEDINGS{RodriguesJr.2006,
      author = {Rodrigues Jr., Jose Fernando and Traina, Agma Juci Machado and Faloutsos, Christos and Traina, Caetano, Jr.},
      title = {Supergraph Visualization},
      booktitle = {IEEE International Symposium on Multimedia (ISM2006)},
      year = {2006},
      pages = {227-234},
      address = {San Diego - CA},
      publisher = {IEEE Computer Society}
    }
  • E. P. M. de Sousa, A. J. M. Traina, C. T. Jr., and C. Faloutsos, "Evaluating the intrinsic dimension of evolving data streams," in Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006, 2006, pp. 643-648. [BIBTEX]
    @INPROCEEDINGS{Sousa2006,
      author = {Elaine P. M. de Sousa and Agma J. M. Traina and Caetano Traina Jr. and Christos Faloutsos},
      title = {Evaluating the intrinsic dimension of evolving data streams},
      booktitle = {Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006},
      year = {2006},
      pages = {643-648},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1141277.1141426}
    }
  • E. P. M. de Sousa, A. J. M. Traina, C. T. Jr., and C. Faloutsos, "Efficient Discovery of Unusual Patterns in Time Series," New Generation Comput., vol. 25, iss. 1, pp. 33-60, 2006. [BIBTEX]
    @ARTICLE{Sousa2006a,
      author = {Elaine P. M. de Sousa and Agma J. M. Traina and Caetano Traina Jr. and Christos Faloutsos},
      title = {Efficient Discovery of Unusual Patterns in Time Series },
      journal = {New Generation Comput.},
      year = {2006},
      volume = {25},
      pages = {33-60},
      number = {1},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/s00354-006-0003-3}
    }
  • J. Sun, T. Dacheng, and C. Faloutsos, "Beyond streams and graphs: dynamic tensor analysis," in ACM SIGKDD, 2006, pp. 374-383. [BIBTEX]
    @INPROCEEDINGS{Sun2006,
      author = {J. Sun and T. Dacheng and C. Faloutsos},
      title = {Beyond streams and graphs: dynamic tensor analysis},
      booktitle = {ACM SIGKDD},
      year = {2006},
      pages = {374-383},
      contents = {(not listed)},
      keywords = {text}
    }
  • J. Sun, E. Hoke, J. D. Strunk, G. R. Ganger, and C. Faloutsos, "Intelligent system monitoring on large clusters," in Proceedings of the 3rd Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2006, Seoul, Korea, September 11, 2006, 2006, pp. 47-52. [BIBTEX]
    @INPROCEEDINGS{Sun2006a,
      author = {Jimeng Sun and Evan Hoke and John D. Strunk and Gregory R. Ganger and Christos Faloutsos},
      title = {Intelligent system monitoring on large clusters},
      booktitle = {Proceedings of the 3rd Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2006, Seoul, Korea, September 11, 2006},
      year = {2006},
      pages = {47-52},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1315903.1315914}
    }
  • J. Sun, S. Papadimitriou, and C. Faloutsos, "Distributed Pattern Discovery in Multiple Streams," PAKDD, pp. 713-718, 2006. [BIBTEX]
    @ARTICLE{Sun2006b,
      author = {Jimeng Sun and Spiros Papadimitriou and Christos Faloutsos},
      title = {Distributed Pattern Discovery in Multiple Streams},
      journal = {PAKDD},
      year = {2006},
      pages = {713-718},
      address = {Singapore}
    }
  • J. Sun, Y. Xie, H. Zhang, and C. Faloutsos, "Compact Matrix Decomposition for Large Graphs: Theory and Practice.," in CMU technical report, 2006. [BIBTEX]
    @INPROCEEDINGS{Sun2006c,
      author = {Jimeng Sun and Yinglian Xie and Hui Zhang and Christos Faloutsos},
      title = {Compact Matrix Decomposition for Large Graphs: Theory and Practice.},
      booktitle = {CMU technical report},
      year = {2006}
    }
  • Y. Tao, C. Faloutsos, and D. Papadias, "Spatial Query Estimation without the Local Uniformity Assumption," GeoInformatica, vol. 10, iss. 3, pp. 261-293, 2006. [BIBTEX]
    @ARTICLE{Tao2006,
      author = {Yufei Tao and Christos Faloutsos and Dimitris Papadias},
      title = {Spatial Query Estimation without the Local Uniformity Assumption},
      journal = {GeoInformatica},
      year = {2006},
      volume = {10},
      pages = {261-293},
      number = {3},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/s10707-006-9828-7}
    }
  • H. Tong and C. Faloutsos, "Center-Piece subgraphs: Problem Definition and Fast Solutions," in In Submition, 2006. [BIBTEX]
    @INPROCEEDINGS{Tong2006,
      author = {Hanghang Tong and Christos Faloutsos},
      title = {Center-Piece subgraphs: Problem Definition and Fast Solutions},
      booktitle = {In Submition},
      year = {2006}
    }
  • H. Tong, C. Faloutsos, and J. Y. Pan, "Fast random walk with restart and its applications," in ICDM, 2006, pp. 613-622. [BIBTEX]
    @CONFERENCE{Tong2006a,
      author = {Tong, H. and Faloutsos, C. and Pan, J.Y.},
      title = {{Fast random walk with restart and its applications}},
      booktitle = {ICDM},
      year = {2006},
      pages = {613--622}
    }
  • J. Traina Caetano, A. J. M. Traina, M. R. Vieira, A. S. Arantes, and C. Faloutsos, "Efficient Processing of Complex Similarity Queries in RDBMS through Query Rewriting," in ACM 15th International Conference on Information and Knowledge Management (CIKM 06), Arlington – VA, USA, 2006, pp. 4-13. [BIBTEX]
    @INPROCEEDINGS{Traina2006,
      author = {Traina, Caetano, Jr. and Traina, Agma Juci Machado and Vieira, Marcos Rodrigues and Arantes, Adriano Siqueira and Faloutsos, Christos},
      title = {Efficient Processing of Complex Similarity Queries in RDBMS through Query Rewriting},
      booktitle = {ACM 15th International Conference on Information and Knowledge Management (CIKM 06)},
      year = {2006},
      editor = {Yu, Philip S. and Tsotras, Vassilis J. and Fox, Edward A. and Liu, Bing},
      pages = {4-13},
      address = {Arlington - VA, USA},
      publisher = {ACM Press}
    }
  • A. Manjhi, A. Ailamaki, B. M. Maggs, T. C. Mowry, C. Olston, and A. Tomasic, "Simultaneous Scalability and Security for Data-intensive Web Applications," in Proceedings of the 2006 ACM SIGMOD International Conference on Management of Data, 2006, pp. 241-252. [PDF] [BIBTEX]
    @inproceedings{manjhi2006:SSS,
      author = {Manjhi, Amit and Ailamaki, Anastassia and Maggs, Bruce M. and Mowry, Todd C. and Olston, Christopher and Tomasic, Anthony},
      title = {Simultaneous Scalability and Security for Data-intensive Web Applications},
      booktitle = {Proceedings of the 2006 ACM SIGMOD International Conference on Management of Data},
      series = {SIGMOD '06},
      year = {2006},
      isbn = {1-59593-434-0},
      pages = {241--252},
      numpages = {12},
      url = {http://doi.acm.org/10.1145/1142473.1142501},
      doi = {10.1145/1142473.1142501},
      acmid = {1142501},
      publisher = {ACM},
      }

2005

  • A. Bhattacharya, V. Ljosa, J. Pan, M. R. Verardo, H. Yang, C. Faloutsos, and A. K. Singh, "ViVo: Visual Vocabulary Construction for Mining Biomedical Images," in Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, 2005, pp. 50-57. [BIBTEX]
    @INPROCEEDINGS{Bhattacharya2005,
      author = {Arnab Bhattacharya and Vebjorn Ljosa and Jia-Yu Pan and Mark R. Verardo and Hyung-Jeong Yang and Christos Faloutsos and Ambuj K. Singh},
      title = {ViVo: Visual Vocabulary Construction for Mining Biomedical Images},
      booktitle = {Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA},
      year = {2005},
      pages = {50-57},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2005.151}
    }
  • M. Hamamoto, H. Kitagawa, J. Pan, and C. Faloutsos, "A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes," in 2005 International Workshop on Challenges in Web Information Retrieval and Integration (WIRI 2005), 8-9 April 2005, Tokyo, Japan, 2005, pp. 122-127. [BIBTEX]
    @INPROCEEDINGS{Hamamoto2005,
      author = {Masafumi Hamamoto and Hiroyuki Kitagawa and Jia-Yu Pan and Christos Faloutsos},
      title = {A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes},
      booktitle = {2005 International Workshop on Challenges in Web Information Retrieval and Integration (WIRI 2005), 8-9 April 2005, Tokyo, Japan},
      year = {2005},
      pages = {122-127},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/WIRI.2005.1}
    }
  • J. Leskovec, D. Chakrabarti, J. M. Kleinberg, and C. Faloutsos, "Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication," in Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings, 2005, pp. 133-145. [BIBTEX]
    @INPROCEEDINGS{Leskovec2005,
      author = {Jure Leskovec and Deepayan Chakrabarti and Jon M. Kleinberg and Christos Faloutsos},
      title = {Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication},
      booktitle = {Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings},
      year = {2005},
      pages = {133-145},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/11564126_17}
    }
  • J. Leskovec, J. Kleinberg, and C. Faloutsos, "Graphs over Time: Densification Laws, Shrinking Diameters and Possible Explanations," in SIGKDD, 2005. [BIBTEX]
    @INPROCEEDINGS{Leskovec2005a,
      author = {Jurij Leskovec and Jon Kleinberg and Christos Faloutsos},
      title = {Graphs over Time: Densification Laws, Shrinking Diameters and Possible Explanations},
      booktitle = {SIGKDD},
      year = {2005}
    }
  • V. Megalooikonomou, Q. Wang, G. Li, and C. Faloutsos, "A Multiresolution Symbolic Representation of Time Series," in Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan, 2005, pp. 668-679. [BIBTEX]
    @INPROCEEDINGS{Megalooikonomou2005,
      author = {Vasileios Megalooikonomou and Qiang Wang and Guo Li and Christos Faloutsos},
      title = {A Multiresolution Symbolic Representation of Time Series},
      booktitle = {Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan},
      year = {2005},
      pages = {668-679},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://csdl.computer.org/comp/proceedings/icde/2005/2285/00/22850668abs.htm}
    }
  • V. Megalooikonomou, Q. Wang, G. Li, and C. Faloutsos, "A Multiresolution Symbolic Representation of Time Series," in Proceedings of the 21st IEEE International Conference on Data Engineering (ICDE05), Tokyo, Japan, 2005, pp. 668-679. [BIBTEX]
    @INPROCEEDINGS{Megalooikonomou2005a,
      author = {V. Megalooikonomou and Q. Wang and G. Li and C. Faloutsos},
      title = {{A Multiresolution Symbolic Representation of Time Series}},
      booktitle = {{Proceedings of the 21st IEEE International Conference on Data Engineering (ICDE05)}},
      year = {2005},
      pages = {668-679},
      address = {Tokyo, Japan},
      month = {Apr.}
    }
  • R. F. Murphy and C. Faloutsos, "Research issues in protein location image databases," in Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, Maryland, USA, June 14-16, 2005, 2005, pp. 966-967. [BIBTEX]
    @INPROCEEDINGS{Murphy2005,
      author = {Robert F. Murphy and Christos Faloutsos},
      title = {Research issues in protein location image databases},
      booktitle = {Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, Maryland, USA, June 14-16, 2005},
      year = {2005},
      pages = {966-967},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1066157.1066307}
    }
  • S. Papadimitriou, A. Gionis, P. Tsaparas, R. A. Väisänen, H. Mannila, and C. Faloutsos, "Parameter-Free Spatial Data Mining Using MDL," in Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, 2005, pp. 346-353. [BIBTEX]
    @INPROCEEDINGS{Papadimitriou2005,
      author = {Spiros Papadimitriou and Aristides Gionis and Panayiotis Tsaparas and Risto A. V{\"a}is{\"a}nen and Heikki Mannila and Christos Faloutsos},
      title = {Parameter-Free Spatial Data Mining Using MDL},
      booktitle = {Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA},
      year = {2005},
      pages = {346-353},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2005.117}
    }
  • S. Papadimitriou, J. Sun, and C. Faloutsos, "Streaming pattern discovery in multiple time-series," in Proceedings of the 31st international conference on Very large data bases, 2005, pp. 697-708. [BIBTEX]
    @INPROCEEDINGS{Papadimitriou2005a,
      author = {Papadimitriou, S. and Sun, J. and Faloutsos, C.},
      title = {Streaming pattern discovery in multiple time-series},
      booktitle = {Proceedings of the 31st international conference on Very large data bases},
      year = {2005},
      pages = {697--708},
      organization = {VLDB Endowment}
    }
  • Y. Sakurai, S. Papadimitriou, and C. Faloutsos, "AutoLag: Automatic Discovery of Lag Correlations in Stream Data," in Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan, 2005, pp. 159-160. [BIBTEX]
    @INPROCEEDINGS{Sakurai2005,
      author = {Yasushi Sakurai and Spiros Papadimitriou and Christos Faloutsos},
      title = {AutoLag: Automatic Discovery of Lag Correlations in Stream Data},
      booktitle = {Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan},
      year = {2005},
      pages = {159-160},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://csdl.computer.org/comp/proceedings/icde/2005/2285/00/22850159.pdf}
    }
  • Y. Sakurai, S. Papadimitriou, and C. Faloutsos, "BRAID: Stream Mining through Group Lag Correlations," in SIGMOD Conference, Baltimore, MD, USA, 2005, pp. 599-610. [BIBTEX]
    @INPROCEEDINGS{Sakurai2005a,
      author = {Yasushi Sakurai and Spiros Papadimitriou and Christos Faloutsos},
      title = {{BRAID}: Stream Mining through Group Lag Correlations},
      booktitle = {SIGMOD Conference},
      year = {2005},
      pages = {599-610},
      address = {Baltimore, MD, USA}
    }
  • Y. Sakurai, S. Papadimitriou, and C. Faloutsos, "BRAID: Stream Mining through Group Lag Correlations," in Proceedings of ACM SIGMOD, Baltimore, Maryland, 2005, pp. 599-610. [BIBTEX]
    @INPROCEEDINGS{Sakurai2005b,
      author = {Yasushi Sakurai and Spiros Papadimitriou and Christos Faloutsos},
      title = {BRAID: Stream Mining through Group Lag Correlations},
      booktitle = {Proceedings of ACM SIGMOD},
      year = {2005},
      pages = {599-610},
      address = {Baltimore, Maryland},
      month = jun }
  • Y. Sakurai, M. Yoshikawa, and C. Faloutsos, "FTW: fast similarity search under the time warping distance," in Proceedings of the Twenty-fourth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, June 13-15, 2005, Baltimore, Maryland, USA, 2005, pp. 326-337. [BIBTEX]
    @INPROCEEDINGS{Sakurai2005c,
      author = {Yasushi Sakurai and Masatoshi Yoshikawa and Christos Faloutsos},
      title = {FTW: fast similarity search under the time warping distance},
      booktitle = {Proceedings of the Twenty-fourth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, June 13-15, 2005, Baltimore, Maryland, USA},
      year = {2005},
      pages = {326-337},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1065167.1065210}
    }
  • S. W. Schlosser, J. Schindler, S. Papadomanolakis, M. Shao, A. Ailamaki, C. Faloutsos, and G. R. Ganger, "On Multidimensional Data and Modern Disks," in Proceedings of the FAST ’05 Conference on File and Storage Technologies, December 13-16, 2005, San Francisco, California, USA, 2005. [BIBTEX]
    @INPROCEEDINGS{Schlosser2005,
      author = {Steven W. Schlosser and Jiri Schindler and Stratos Papadomanolakis and Minglong Shao and Anastassia Ailamaki and Christos Faloutsos and Gregory R. Ganger},
      title = {On Multidimensional Data and Modern Disks},
      booktitle = {Proceedings of the FAST '05 Conference on File and Storage Technologies, December 13-16, 2005, San Francisco, California, USA},
      year = {2005},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.usenix.org/events/fast05/tech/schlosser.html}
    }
  • J. Sun, S. Papadimitriou, and C. Faloutsos, "Online Latent Variable Detection in Sensor Networks," in Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan, 2005, pp. 1126-1127. [BIBTEX]
    @INPROCEEDINGS{Sun2005,
      author = {Jimeng Sun and Spiros Papadimitriou and Christos Faloutsos},
      title = {Online Latent Variable Detection in Sensor Networks},
      booktitle = {Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan},
      year = {2005},
      pages = {1126-1127},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://csdl.computer.org/comp/proceedings/icde/2005/2285/00/22851126abs.htm}
    }
  • J. Sun, H. Qu, D. Chakrabarti, and C. Faloutsos, "Relevance search and anomaly detection in bipartite graphs," SIGKDD Explorations, vol. 7, iss. 2, pp. 48-55, 2005. [BIBTEX]
    @ARTICLE{Sun2005a,
      author = {Jimeng Sun and Huiming Qu and Deepayan Chakrabarti and Christos Faloutsos},
      title = {Relevance search and anomaly detection in bipartite graphs},
      journal = {SIGKDD Explorations},
      year = {2005},
      volume = {7},
      pages = {48-55},
      number = {2},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1117454.1117461}
    }
  • J. Sun, H. Qu, D. Chakrabarti, and C. Faloutsos, "Neighborhood Formation and Anomaly Detection in Bipartite Graphs," in ICDM, 2005, pp. 418-425. [BIBTEX]
    @INPROCEEDINGS{Sun2005b,
      author = {Jimeng Sun and Huiming Qu and Deepayan Chakrabarti and Christos Faloutsos},
      title = {Neighborhood Formation and Anomaly Detection in Bipartite Graphs},
      booktitle = {ICDM},
      year = {2005},
      pages = {418-425}
    }
  • A. Wong, L. Wu, P. B. Gibbons, and C. Faloutsos, "Fast estimation of fractal dimension and correlation integral on stream data," Inf. Process. Lett., vol. 93, iss. 2, pp. 91-97, 2005. [BIBTEX]
    @ARTICLE{Wong2005,
      author = {Angeline Wong and Leejay Wu and Phillip B. Gibbons and Christos Faloutsos},
      title = {Fast estimation of fractal dimension and correlation integral on stream data},
      journal = {Inf. Process. Lett.},
      year = {2005},
      volume = {93},
      pages = {91--97},
      number = {2},
      address = {Amsterdam, The Netherlands, The Netherlands},
      doi = {http://dx.doi.org/10.1016/j.ipl.2004.09.018},
      issn = {0020-0190},
      publisher = {Elsevier North-Holland, Inc.}
    }
  • C. Zhu, H. Kitagawa, and C. Faloutsos, "Example-Based Robust Outlier Detection in High Dimensional Datasets," in Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, 2005, pp. 829-832. [BIBTEX]
    @INPROCEEDINGS{Zhu2005,
      author = {Cui Zhu and Hiroyuki Kitagawa and Christos Faloutsos},
      title = {Example-Based Robust Outlier Detection in High Dimensional Datasets},
      booktitle = {Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA},
      year = {2005},
      pages = {829-832},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2005.59}
    }
  • A. Manjhi, V. Shkapenyuk, K. Dhamdhere, and C. Olston, "Finding (Recently) Frequent Items in Distributed Data Streams," in Proceedings of the 21st International Conference on Data Engineering, 2005, pp. 767-778. [PDF] [BIBTEX]
    @inproceedings{manjhi2005:FFI,
      author = {Manjhi, Amit and Shkapenyuk, Vladislav and Dhamdhere, Kedar and Olston, Christopher},
      title = {Finding (Recently) Frequent Items in Distributed Data Streams},
      booktitle = {Proceedings of the 21st International Conference on Data Engineering},
      series = {ICDE '05},
      year = {2005},
      isbn = {0-7695-2285-8},
      pages = {767--778},
      numpages = {12},
      url = {http://dx.doi.org/10.1109/ICDE.2005.68},
      doi = {10.1109/ICDE.2005.68},
      acmid = {1054115},
      publisher = {IEEE Computer Society},
      }
  • C. Olston, A. Manjhi, C. Garrod, A. Ailamaki, B. M. Maggs, and T. C. Mowry, "A Scalability Service for Dynamic Web Applications," in CIDR, 2005, pp. 56-69. [PDF] [BIBTEX]
    @inproceedings{olston2005:CIDR,
      author = {Christopher Olston and Amit Manjhi and Charles Garrod and Anastassia Ailamaki and Bruce M. Maggs and Todd C. Mowry},
      title = {A Scalability Service for Dynamic Web Applications},
      booktitle = {CIDR},
      year = {2005},
      pages = {56-69},
      url = {http://www.cidrdb.org/cidr2005/papers/P05.pdf},
      }
  • C. Olston and J. Widom, "Efficient Monitoring and Querying of Distributed, Dynamic Data via Approximate Replication," IEEE Data Engineering Bulletin, vol. 28, 2005. [BIBTEX]
    @ARTICLE{olston2005:IEEE,
      author = {Christopher Olston and Jennifer Widom},
      title = {Efficient Monitoring and Querying of Distributed, Dynamic Data via Approximate Replication},
      journal = {IEEE Data Engineering Bulletin},
      year = {2005},
      volume = {28}
    }
  • S. Pandey and C. Olston, "User-centric Web Crawling," in Proceedings of the 14th International Conference on World Wide Web, 2005, pp. 401-411. [PDF] [BIBTEX]
    @inproceedings{pandey2005,
      author = {Pandey, Sandeep and Olston, Christopher},
      title = {User-centric Web Crawling},
      booktitle = {Proceedings of the 14th International Conference on World Wide Web},
      series = {WWW '05},
      year = {2005},
      isbn = {1-59593-046-9},
      location = {Chiba, Japan},
      pages = {401--411},
      numpages = {11},
      url = {http://doi.acm.org/10.1145/1060745.1060805},
      doi = {10.1145/1060745.1060805},
      acmid = {1060805},
      publisher = {ACM},
      }
  • S. Pandey, S. Roy, C. Olston, J. Cho, and S. Chakrabarti, "Shuffling a Stacked Deck: The Case for Partially Randomized Ranking of Search Engine Results," in Proceedings of the 31st International Conference on Very Large Data Bases, 2005, pp. 781-792. [PDF] [BIBTEX]
    @inproceedings{pandey2005:SSD,
      author = {Pandey, Sandeep and Roy, Sourashis and Olston, Christopher and Cho, Junghoo and Chakrabarti, Soumen},
      title = {Shuffling a Stacked Deck: The Case for Partially Randomized Ranking of Search Engine Results},
      booktitle = {Proceedings of the 31st International Conference on Very Large Data Bases},
      series = {VLDB '05},
      year = {2005},
      isbn = {1-59593-154-6},
      pages = {781--792},
      numpages = {12},
      url = {http://dl.acm.org/citation.cfm?id=1083592.1083683},
      acmid = {1083683},
      publisher = {VLDB Endowment},
      }

2004

  • R. Agrawal, R. B. J. Jr., C. Faloutsos, J. Kiernan, R. Rantzau, and R. Srikant, "Auditing Compliance with a Hippocratic Database," in (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, Toronto, Canada, August 31 – September 3 2004, 2004, pp. 516-527. [BIBTEX]
    @INPROCEEDINGS{Agrawal2004,
      author = {Rakesh Agrawal and Roberto J. Bayardo Jr. and Christos Faloutsos and Jerry Kiernan and Ralf Rantzau and Ramakrishnan Srikant},
      title = {Auditing Compliance with a Hippocratic Database},
      booktitle = {(e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, Toronto, Canada, August 31 - September 3 2004},
      year = {2004},
      pages = {516-527},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.vldb.org/conf/2004/RS13P2.PDF}
    }
  • E. Airoldi and C. Faloutsos, "Recovering latent time-series from their observed sums: network tomography with particle filters," in Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, August 22-25, 2004, 2004, pp. 30-39. [BIBTEX]
    @INPROCEEDINGS{Airoldi2004,
      author = {Edoardo Airoldi and Christos Faloutsos},
      title = {Recovering latent time-series from their observed sums: network tomography with particle filters},
      booktitle = {Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, August 22-25, 2004},
      year = {2004},
      pages = {30-39},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1014052.1014059}
    }
  • J. Barbic, A. Safonova, J. Pan, C. Faloutsos, J. K. Hodgins, and N. S. Pollard, "Segmenting Motion Capture Data into Distinct Behaviors," in Proceedings of the Graphics Interface 2004 Conference, May 17-19, 2004, London, Ontario, Canada, 2004, pp. 185-194. [BIBTEX]
    @INPROCEEDINGS{Barbic2004,
      author = {Jernej Barbic and Alla Safonova and Jia-Yu Pan and Christos Faloutsos and Jessica K. Hodgins and Nancy S. Pollard},
      title = {Segmenting Motion Capture Data into Distinct Behaviors},
      booktitle = {Proceedings of the Graphics Interface 2004 Conference, May 17-19, 2004, London, Ontario, Canada},
      year = {2004},
      pages = {185-194},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • D. Chakrabarti, S. Papadimitriou, D. S. Modha, and C. Faloutsos, "Fully Automatic Cross-Associations," in KDD, 2004, pp. 79-88. [BIBTEX]
    @INPROCEEDINGS{Chakrabarti2004,
      author = {D. Chakrabarti and S. Papadimitriou and D.S. Modha and C. Faloutsos},
      title = {Fully Automatic Cross-Associations},
      booktitle = {KDD},
      year = {2004},
      pages = {79-88}
    }
  • D. Chakrabarti, Y. Zhan, D. Blandford, C. Faloutsos, and G. Blelloch, "NetMine: New Mining Tools for Large Graphs," in SIAM-Data Mining Workshop on Link Analysis, Counter-terrorism and Privacy, 2004. [BIBTEX]
    @INPROCEEDINGS{Chakrabarti2004a,
      author = {D. Chakrabarti and Y. Zhan and D. Blandford and C. Faloutsos and G. Blelloch},
      title = {NetMine: New Mining Tools for Large Graphs},
      booktitle = {SIAM-Data Mining Workshop on Link Analysis, Counter-terrorism and Privacy},
      year = {2004}
    }
  • D. Chakrabarti, Y. Zhan, and C. Faloutsos, "R-MAT: A Recursive Model for Graph Mining," SIAM Int. Conf. on Data Mining, 2004. [BIBTEX]
    @ARTICLE{Chakrabarti2004b,
      author = {Deepayan Chakrabarti and Yiping Zhan and Christos Faloutsos},
      title = {R-{MAT}: {A} Recursive Model for Graph Mining},
      journal = {SIAM Int. Conf. on Data Mining},
      year = {2004},
      month = apr, address = {Lake Buena Vista, FL}
    }
  • C. Faloutsos, A. Tomkins, and K. McCurley, "Fast Discovery of ‘Connection Subgraphs’," KDD, 2004. [BIBTEX]
    @ARTICLE{Faloutsos2004,
      author = {Christos Faloutsos and Andrew Tomkins and Kevin McCurley},
      title = {Fast Discovery of 'Connection Subgraphs'},
      journal = {KDD},
      year = {2004},
      month = aug, address = {Seattle, WA}
    }
  • K. Kumaraswamy, V. Megalooikonomou, and C. Faloutsos, "Fractal Dimension and Vector Quantization," Information Processing Letters, vol. 91, iss. 3, pp. 107-113, 2004. [BIBTEX]
    @ARTICLE{Kumaraswamy2004a,
      author = {K. Kumaraswamy and V. Megalooikonomou and C. Faloutsos},
      title = {Fractal Dimension and Vector Quantization},
      journal = {Information Processing Letters},
      year = {2004},
      volume = {91},
      pages = {107-113},
      number = {3}
    }
  • J. Pan, H. Kitagawa, C. Faloutsos, and M. Hamamoto, "AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases," in Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings, 2004, pp. 519-528. [BIBTEX]
    @INPROCEEDINGS{Pan2004,
      author = {Jia-Yu Pan and Hiroyuki Kitagawa and Christos Faloutsos and Masafumi Hamamoto},
      title = {AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases},
      booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
      year = {2004},
      pages = {519-528},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://springerlink.metapress.com/openurl.asp?genre=article{\&}issn=0302-9743{\&}volume=3056{\&}spage=519}
    }
  • J. Pan, H. Yang, P. Duygulu, and C. Faloutsos, "Automatic image captioning," in Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, ICME 2004, 27-30 June 2004, Taipei, Taiwan, 2004, pp. 1987-1990. [BIBTEX]
    @INPROCEEDINGS{Pan2004a,
      author = {Jia-Yu Pan and Hyung-Jeong Yang and Pinar Duygulu and Christos Faloutsos},
      title = {Automatic image captioning},
      booktitle = {Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, ICME 2004, 27-30 June 2004, Taipei, Taiwan},
      year = {2004},
      pages = {1987-1990},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • J. Pan, H. Yang, and C. Faloutsos, "MMSS: Multi-Modal Story-Oriented Video Summarization," in Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 1-4 November 2004, Brighton, UK, 2004, pp. 491-494. [BIBTEX]
    @INPROCEEDINGS{Pan2004b,
      author = {Jia-Yu Pan and Hyung-Jeong Yang and Christos Faloutsos},
      title = {MMSS: Multi-Modal Story-Oriented Video Summarization},
      booktitle = {Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 1-4 November 2004, Brighton, UK},
      year = {2004},
      pages = {491-494},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://csdl.computer.org/comp/proceedings/icdm/2004/2142/00/21420491abs.htm}
    }
  • J. Pan, H. Yang, C. Faloutsos, and P. Duygulu, "GCap: Graph-Based Automatic Image Captioning," in Proceedings MDDE ’04, 4th International Workshop on Multimedia Data and Document Engineering, Washington, DC, USA, July 2nd 2004, 2004. [BIBTEX]
    @INPROCEEDINGS{Pan2004c,
      author = {Jia-Yu Pan and Hyung-Jeong Yang and Christos Faloutsos and Pinar Duygulu},
      title = {GCap: Graph-Based Automatic Image Captioning},
      booktitle = {Proceedings MDDE '04, 4th International Workshop on Multimedia Data and Document Engineering, Washington, DC, USA, July 2nd 2004},
      year = {2004},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • J. Pan, H. Yang, C. Faloutsos, and P. Duygulu, "Automatic multimedia cross-modal correlation discovery," in Proc. of 10th KDD, 2004, pp. 653-658. [BIBTEX]
    @INPROCEEDINGS{Pan2004d,
      author = {Jia-Yu Pan and Hyung-Jeong Yang and Christos Faloutsos and Pinar Duygulu},
      title = {Automatic multimedia cross-modal correlation discovery},
      booktitle = {Proc. of 10th KDD},
      year = {2004},
      pages = {653--658}
    }
  • S. Papadimitriou, A. Brockwell, and C. Faloutsos, "Adaptive, unsupervised stream mining," VLDB J., vol. 13, iss. 3, pp. 222-239, 2004. [BIBTEX]
    @ARTICLE{Papadimitriou2004,
      author = {Spiros Papadimitriou and Anthony Brockwell and Christos Faloutsos},
      title = {Adaptive, unsupervised stream mining},
      journal = {VLDB J.},
      year = {2004},
      volume = {13},
      pages = {222-239},
      number = {3},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/s00778-004-0130-8}
    }
  • Y. Tao, C. Faloutsos, D. Papadias, and B. Liu, "Prediction and Indexing of Moving Objects with Unknown Motion Patterns," in Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004, 2004, pp. 611-622. [BIBTEX]
    @INPROCEEDINGS{Tao2004,
      author = {Yufei Tao and Christos Faloutsos and Dimitris Papadias and Bin Liu},
      title = {Prediction and Indexing of Moving Objects with Unknown Motion Patterns},
      booktitle = {Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004},
      year = {2004},
      pages = {611-622},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/1007568.1007637, http://www.sigmod.org/sigmod/sigmod04/eproceedings/pdf/R-330.pdf}
    }
  • Y. Tao, D. Papadias, and C. Faloutsos, "Approximate Temporal Aggregation," in Proceedings of the 20th International Conference on Data Engineering, ICDE 2004, 30 March – 2 April 2004, Boston, MA, USA, 2004, pp. 190-201. [BIBTEX]
    @INPROCEEDINGS{Tao2004a,
      author = {Yufei Tao and Dimitris Papadias and Christos Faloutsos},
      title = {Approximate Temporal Aggregation},
      booktitle = {Proceedings of the 20th International Conference on Data Engineering, ICDE 2004, 30 March - 2 April 2004, Boston, MA, USA},
      year = {2004},
      pages = {190-201},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://csdl.computer.org/comp/proceedings/icde/2004/2065/00/20650190abs.htm}
    }
  • M. Wang, K. Au, A. Ailamaki, A. Brockwell, C. Faloutsos, and G. R. Ganger, "Storage Device Performance Prediction with CART Models," in 12th International Workshop on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2004), 4-8 October 2004, Vollendam, The Netherlands, 2004, pp. 588-595. [BIBTEX]
    @INPROCEEDINGS{Wang2004,
      author = {Mengzhi Wang and Kinman Au and Anastassia Ailamaki and Anthony Brockwell and Christos Faloutsos and Gregory R. Ganger},
      title = {Storage Device Performance Prediction with CART Models},
      booktitle = {12th International Workshop on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2004), 4-8 October 2004, Vollendam, The Netherlands},
      year = {2004},
      pages = {588-595},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://csdl.computer.org/comp/proceedings/mascots/2004/2251/00/22510588abs.htm}
    }
  • C. Zhu, H. Kitagawa, S. Papadimitriou, and C. Faloutsos, "OBE: Outlier by Example," in Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings, 2004, pp. 222-234. [BIBTEX]
    @INPROCEEDINGS{Zhu2004,
      author = {Cui Zhu and Hiroyuki Kitagawa and Spiros Papadimitriou and Christos Faloutsos},
      title = {OBE: Outlier by Example},
      booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
      year = {2004},
      pages = {222-234},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://springerlink.metapress.com/openurl.asp?genre=article{\&}issn=0302-9743{\&}volume=3056{\&}spage=222}
    }
  • S. Pandey, K. Dhamdhere, and C. Olston, "WIC: A General-purpose Algorithm for Monitoring Web Information Sources," in Proceedings of the Thirtieth International Conference on Very Large Data Bases – Volume 30, 2004, pp. 360-371. [PDF] [BIBTEX]
    @inproceedings{pandey2004,
      author = {Pandey, Sandeep and Dhamdhere, Kedar and Olston, Christopher},
      title = {WIC: A General-purpose Algorithm for Monitoring Web Information Sources},
      booktitle = {Proceedings of the Thirtieth International Conference on Very Large Data Bases - Volume 30},
      series = {VLDB '04},
      year = {2004},
      isbn = {0-12-088469-0},
      location = {Toronto, Canada},
      pages = {360--371},
      numpages = {12},
      url = {http://dl.acm.org/citation.cfm?id=1316689.1316722},
      acmid = {1316722},
      publisher = {VLDB Endowment},
      }

2003

  • A. Ailamaki, C. Faloutsos, P. S. Fischbeck, M. J. Small, and J. VanBriesen, "An environmental sensor network to determine drinking water quality and security," SIGMOD Record, vol. 32, iss. 4, pp. 47-52, 2003. [BIBTEX]
    @ARTICLE{Ailamaki2003,
      author = {Anastassia Ailamaki and Christos Faloutsos and Paul S. Fischbeck and Mitchell J. Small and Jeanne VanBriesen},
      title = {An environmental sensor network to determine drinking water quality and security},
      journal = {SIGMOD Record},
      year = {2003},
      volume = {32},
      pages = {47-52},
      number = {4},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/959060.959069}
    }
  • C. Faloutsos, "Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data," in Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings, 2003, pp. 10-15. [BIBTEX]
    @INPROCEEDINGS{Faloutsos2003,
      author = {Christos Faloutsos},
      title = {Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data},
      booktitle = {Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
      year = {2003},
      pages = {10-15},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://springerlink.metapress.com/openurl.asp?genre=article{\&}issn=0302-9743{\&}volume=2838{\&}spage=10}
    }
  • E. Hoke, J. Sun, J. D. Strunk, G. R. Ganger, and C. Faloutsos, "InteMon: Continuous Mining of Sensor Data in Large-scale Self-* Infrastructures," ACM SIGOPS Operating Systems Review, vol. 40, iss. 3, 2003. [BIBTEX]
    @ARTICLE{Hoke2003,
      author = {Hoke, Evan and Sun, Jimeng and Strunk, John D and Ganger, Gregory R and Faloutsos, Christos},
      title = {{InteMon: Continuous Mining of Sensor Data in Large-scale Self-* Infrastructures}},
      journal = {ACM SIGOPS Operating Systems Review},
      year = {2003},
      volume = {40},
      number = {3},
      keywords = { self-*, stream mining,automatic system management}
    }
  • W. Hsu, J. Dai, and M. L. Lee, "Mining Viewpoint Patterns in Image Databases," in ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, D.C., 2003, pp. 553-558. [BIBTEX]
    @INPROCEEDINGS{Hsu2003,
      author = {Hsu, Wynne and Dai, Jing and Lee, Mong Li},
      title = {Mining Viewpoint Patterns in Image Databases},
      booktitle = {ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
      year = {2003},
      editor = {Getoor, Lise and Senator, Ted E. and Domingos, Pedro and Faloutsos, Christos},
      volume = {1},
      pages = {553-558},
      address = {Washington, D.C.},
      publisher = {ACM Press}
    }
  • D. Kontos, V. Megalooikonomou, N. Ghubade, and C. Faloutsos, "Detecting discriminative functional MRI activation patterns using space filling curves," in Proceeedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Cancun, Mexico, 2003, pp. 963-967. [BIBTEX]
    @INPROCEEDINGS{Kontos2003,
      author = {D. Kontos and V. Megalooikonomou and N. Ghubade and C. Faloutsos},
      title = {{Detecting discriminative functional MRI activation patterns using space filling curves}},
      booktitle = {{Proceeedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS)}},
      year = {2003},
      pages = {963-967},
      address = {Cancun, Mexico},
      month = {Sept.}
    }
  • D. Kontos, V. Megalooikonomou, N. Ghubade, and C. Faloutsos, "Detecting discriminative functional MRI activation patterns using space filling curves," in Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Cancun, Mexico, 2003, pp. 963-967. [BIBTEX]
    @INPROCEEDINGS{Kontos2003a,
      author = {D. Kontos and V. Megalooikonomou and N. Ghubade and C. Faloutsos},
      title = {Detecting discriminative functional MRI activation patterns using space filling curves},
      booktitle = {Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
      year = {2003},
      pages = {963-967},
      address = {Cancun, Mexico}
    }
  • C. R. Palmer and C. Faloutsos, "Electricity Based External Similarity of Categorical Attributes," in PAKDD 2003, 2003. [BIBTEX]
    @INPROCEEDINGS{Palmer2003,
      author = {Christopher R. Palmer and Christos Faloutsos},
      title = {Electricity Based External Similarity of Categorical Attributes},
      booktitle = {PAKDD 2003},
      year = {2003},
      month = {May}
    }
  • S. Papadimitriou, A. Brockwell, and C. Faloutsos, "Adaptive, Hands-Off Stream Mining," in VLDB, 2003, pp. 560-571. [BIBTEX]
    @INPROCEEDINGS{Papadimitriou2003,
      author = {Spiros Papadimitriou and Anthony Brockwell and Christos Faloutsos},
      title = {Adaptive, Hands-Off Stream Mining},
      booktitle = {VLDB},
      year = {2003},
      pages = {560-571},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.vldb.org/conf/2003/papers/S17P03.pdf}
    }
  • S. Papadimitriou and C. Faloutsos, "Cross-Outlier Detection," in Advances in Spatial and Temporal Databases, 8th International Symposium, SSTD 2003, Santorini Island, Greece, July 24-27, 2003, Proceedings, 2003, pp. 199-213. [BIBTEX]
    @INPROCEEDINGS{Papadimitriou2003a,
      author = {Spiros Papadimitriou and Christos Faloutsos},
      title = {Cross-Outlier Detection},
      booktitle = {Advances in Spatial and Temporal Databases, 8th International Symposium, SSTD 2003, Santorini Island, Greece, July 24-27, 2003, Proceedings},
      year = {2003},
      pages = {199-213},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://springerlink.metapress.com/openurl.asp?genre=article{\&}issn=0302-9743{\&}volume=2750{\&}spage=199}
    }
  • S. Papadimitriou, H. Kitagawa, P. Gibbons, and C. Faloutsos, "LOCI: Fast Outlier Detection Using the Local Correlation Integral," ICDE, 2003. [BIBTEX]
    @ARTICLE{Papadimitriou2003b,
      author = {Spiros Papadimitriou and Hiroyuki Kitagawa and Phil Gibbons and Christos Faloutsos},
      title = {{LOCI}: Fast Outlier Detection Using the Local Correlation Integral},
      journal = {ICDE},
      year = {2003},
      month = {March 2003 5 - March 8},
      address = {Bangalore, India}
    }
  • S. Papadimitriou, H. Kitagawa, P. B. Gibbons, and C. Faloutsos, "LOCI: Fast Outlier Detection Using the Local Correlation Integral," in Proceedings of the 19th International Conference on Data Engineering, March 5-8, 2003, Bangalore, India, 2003, p. 315. [BIBTEX]
    @INPROCEEDINGS{Papadimitriou2003c,
      author = {Spiros Papadimitriou and Hiroyuki Kitagawa and Phillip B. Gibbons and Christos Faloutsos},
      title = {LOCI: Fast Outlier Detection Using the Local Correlation Integral},
      booktitle = {Proceedings of the 19th International Conference on Data Engineering, March 5-8, 2003, Bangalore, India},
      year = {2003},
      pages = {315-},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://csdl.computer.org/comp/proceedings/icde/2003/2071/00/20710315abs.htm}
    }
  • G. Siganos, M. Faloutsos, P. Faloutsos, and C. Faloutsos, "Power laws and the AS-level internet topology," IEEE/ACM Trans. Netw., vol. 11, iss. 4, pp. 514-524, 2003. [BIBTEX]
    @ARTICLE{Siganos2003,
      author = {Georgos Siganos and Faloutsos, Michalis and Faloutsos, Petros and Faloutsos, Christos},
      title = {Power laws and the AS-level internet topology},
      journal = {IEEE/ACM Trans. Netw.},
      year = {2003},
      volume = {11},
      pages = {514--524},
      number = {4},
      bdsk-url-1 = {http://dx.doi.org/10.1109/tnet.2003.815300},
      date-added = {2014-02-09 00:10:19 -0500},
      date-modified = {2014-02-09 00:10:19 -0500},
      doi = {10.1109/tnet.2003.815300},
      issn = {1063-6692}
    }
  • Y. Tao, C. Faloutsos, and D. Papadias, "The power-method: a comprehensive estimation technique for multi-dimensional queries," in Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, New Orleans, Louisiana, USA, November 2-8, 2003, 2003, pp. 83-90. [BIBTEX]
    @INPROCEEDINGS{Tao2003,
      author = {Yufei Tao and Christos Faloutsos and Dimitris Papadias},
      title = {The power-method: a comprehensive estimation technique for multi-dimensional queries},
      booktitle = {Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, New Orleans, Louisiana, USA, November 2-8, 2003},
      year = {2003},
      pages = {83-90},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/956863.956881}
    }
  • Y. Wang, D. Chakrabarti, C. Wang, and C. Faloutsos, "Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint.," in SRDS, 2003, pp. 25-34. [BIBTEX]
    @INPROCEEDINGS{Wang2003,
      author = {Yang Wang and Deepayan Chakrabarti and Chenxi Wang and Christos Faloutsos},
      title = {Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint.},
      booktitle = {SRDS},
      year = {2003},
      pages = {25-34},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://csdl.computer.org/comp/proceedings/srds/2003/1955/00/19550025abs.htm}
    }

2002

  • M. C. N. Barioni, E. Botelho, C. Faloutsos, H. L. Razente, A. J. M. Traina, and C. T. Jr., "Data Visualization in RDBMS," in Information Systems and Databases (ISDB 2002), Proceedings of the IASTED International Conference, September 25-27, 2002, Tokyo, Japan, 2002, pp. 264-269. [BIBTEX]
    @INPROCEEDINGS{Barioni2002,
      author = {Maria Camila Nardini Barioni and Elis{\^a}ngela Botelho and Christos Faloutsos and Humberto Luiz Razente and Agma J. M. Traina and Caetano Traina Jr.},
      title = {Data Visualization in RDBMS},
      booktitle = {Information Systems and Databases (ISDB 2002), Proceedings of the IASTED International Conference, September 25-27, 2002, Tokyo, Japan},
      year = {2002},
      pages = {264-269},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • D. Chakrabarti and C. Faloutsos, "F4: Large-Scale Automated Forecasting using Fractals," CIKM 2002, 2002. [BIBTEX]
    @ARTICLE{Chakrabarti2002,
      author = {Deepay Chakrabarti and Christos Faloutsos},
      title = {F4: Large-Scale Automated Forecasting using Fractals},
      journal = {CIKM 2002},
      year = {2002},
      month = nov, address = {Washington DC}
    }
  • C. Faloutsos, "Sensor Data Mining: Similarity Search and Pattern Analysis," in VLDB 2002, Proceedings of 28th International Conference on Very Large Data Bases, August 20-23, 2002, Hong Kong, China, 2002. [BIBTEX]
    @INPROCEEDINGS{Faloutsos2002,
      author = {Christos Faloutsos},
      title = {Sensor Data Mining: Similarity Search and Pattern Analysis},
      booktitle = {VLDB 2002, Proceedings of 28th International Conference on Very Large Data Bases, August 20-23, 2002, Hong Kong, China},
      year = {2002},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • C. Georgiadis, P. Triantafillou, and C. Faloutsos, "Fundamentals of Scheduling and Performance of Video Tape Libraries," Multimedia Tools Appl., vol. 18, iss. 2, pp. 137-158, 2002. [BIBTEX]
    @ARTICLE{Georgiadis2002,
      author = {Costas Georgiadis and Peter Triantafillou and Christos Faloutsos},
      title = {Fundamentals of Scheduling and Performance of Video Tape Libraries},
      journal = {Multimedia Tools Appl.},
      year = {2002},
      volume = {18},
      pages = {137-158},
      number = {2},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • C. T. Jr., A. J. M. Traina, R. S. F. Filho, and C. Faloutsos, "How to improve the pruning ability of dynamic metric access methods," in Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002, 2002, pp. 219-226. [BIBTEX]
    @INPROCEEDINGS{Jr.2002,
      author = {Caetano Traina Jr. and Agma J. M. Traina and Roberto F. Santos Filho and Christos Faloutsos},
      title = {How to improve the pruning ability of dynamic metric access methods},
      booktitle = {Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
      year = {2002},
      pages = {219-226},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/584792.584831}
    }
  • M. Kang, C. Faloutsos, R. Laurini, and S. Servigne, "Indexing Values in Continuous Field Databases," in Advances in Database Technology – EDBT 2002, 8th International Conference on Extending Database Technology, Prague, Czech Republic, March 25-27, Proceedings, 2002, pp. 197-214. [BIBTEX]
    @INPROCEEDINGS{Kang2002,
      author = {Myoung-Ah Kang and Christos Faloutsos and Robert Laurini and Sylvie Servigne},
      title = {Indexing Values in Continuous Field Databases},
      booktitle = {Advances in Database Technology - EDBT 2002, 8th International Conference on Extending Database Technology, Prague, Czech Republic, March 25-27, Proceedings},
      year = {2002},
      pages = {197-214},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dx.doi.org/10.1007/3-540-45876-X_14}
    }
  • C. R. Palmer, P. B. Gibbons, and C. Faloutsos, "ANF: a fast and scalable tool for data mining in massive graphs," in Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada, 2002, pp. 81-90. [BIBTEX]
    @INPROCEEDINGS{Palmer2002,
      author = {Christopher R. Palmer and Phillip B. Gibbons and Christos Faloutsos},
      title = {ANF: a fast and scalable tool for data mining in massive graphs},
      booktitle = {Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada},
      year = {2002},
      pages = {81-90},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/775047.775059}
    }
  • J. (. Pan and C. Faloutsos, "GeoPlot: Spatial Data Mining on Video Libraries," CIKM 2002, 2002. [BIBTEX]
    @ARTICLE{Pan2002,
      author = {Jia-Yu (Tim) Pan and Christos Faloutsos},
      title = {GeoPlot: Spatial Data Mining on Video Libraries},
      journal = {CIKM 2002},
      year = {2002},
      month = nov, address = {Washington DC}
    }
  • J. (. Pan, S. Seshan, and C. Faloutsos, "FastCARS: Fast, Correlation-Aware Sampling for Network Data Mining," GlobeCom 2002, 2002. [BIBTEX]
    @ARTICLE{Pan2002a,
      author = {Jia-Yu (Tim) Pan and Srinivasan Seshan and Christos Faloutsos},
      title = {FastCARS: Fast, Correlation-Aware Sampling for Network Data Mining},
      journal = {GlobeCom 2002},
      year = {2002},
      month = {Nov. 17-21},
      address = {Taipei, Taiwan}
    }
  • J. Pan and C. Faloutsos, ""GeoPlot": spatial data mining on video libraries," in Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002, 2002, pp. 405-412. [BIBTEX]
    @INPROCEEDINGS{Pan2002b,
      author = {Jia-Yu Pan and Christos Faloutsos},
      title = {"GeoPlot": spatial data mining on video libraries},
      booktitle = {Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
      year = {2002},
      pages = {405-412},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/584792.584859}
    }
  • J. Pan and C. Faloutsos, "VideoCube: A Novel Tool for Video Mining and Classification," in Digital Libraries: People, Knowledge, and Technology, 5th International Conference on Asian Digital Libraries, ICADL 2002 Singapore, December 11-14, 2002, Proceedings, 2002, pp. 194-205. [BIBTEX]
    @INPROCEEDINGS{Pan2002c,
      author = {Jia-Yu Pan and Christos Faloutsos},
      title = {VideoCube: A Novel Tool for Video Mining and Classification},
      booktitle = {Digital Libraries: People, Knowledge, and Technology, 5th International Conference on Asian Digital Libraries, ICADL 2002 Singapore, December 11-14, 2002, Proceedings},
      year = {2002},
      pages = {194-205},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://link.springer.de/link/service/series/0558/bibs/2555/25550194.htm}
    }
  • E. G. M. Petrakis, C. Faloutsos, and K. Lin, "ImageMap: An Image Indexing Method Based on Spatial Similarity," IEEE Trans. Knowl. Data Eng., vol. 14, iss. 5, pp. 979-987, 2002. [BIBTEX]
    @ARTICLE{Petrakis2002,
      author = {Euripides G. M. Petrakis and Christos Faloutsos and King-Ip Lin},
      title = {ImageMap: An Image Indexing Method Based on Spatial Similarity},
      journal = {IEEE Trans. Knowl. Data Eng.},
      year = {2002},
      volume = {14},
      pages = {979-987},
      number = {5},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.computer.org:80/tkde/tk2002/k0979abs.htm}
    }
  • P. Smyth, D. Pregibon, and C. Faloutsos, "Data-driven evolution of data mining algorithms," Commun. ACM, vol. 45, iss. 8, pp. 33-37, 2002. [BIBTEX]
    @ARTICLE{Smyth2002,
      author = {Padhraic Smyth and Daryl Pregibon and Christos Faloutsos},
      title = {Data-driven evolution of data mining algorithms},
      journal = {Commun. ACM},
      year = {2002},
      volume = {45},
      pages = {33-37},
      number = {8},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/545151.545175}
    }
  • E. P. M. de Sousa, J. Traina Caetano, A. J. M. Traina, and C. Faloutsos, "How to Use Fractal Dimension to Find Correlations between Attributes," in First Workshop on Fractals and Self-similarity in Data Mining: Issues and Approaches (in conjunction with 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining), Edmonton, Alberta, Canada, 2002, pp. 26-30. [BIBTEX]
    @INPROCEEDINGS{Sousa2002,
      author = {Sousa, Elaine Parros Machado de and Traina, Caetano, Jr. and Traina, Agma Juci Machado and Faloutsos, Christos},
      title = {How to Use Fractal Dimension to Find Correlations between Attributes},
      booktitle = {First Workshop on Fractals and Self-similarity in Data Mining: Issues and Approaches (in conjunction with 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining)},
      year = {2002},
      pages = {26-30},
      address = {Edmonton, Alberta, Canada},
      publisher = {ACM Press}
    }
  • J. Traina Caetano, A. J. M. Traina, C. Faloutsos, and B. Seeger, "Fast Indexing and Visualization of Metric Datasets Using Slim-trees," IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 14, iss. 2, pp. 244-260, 2002. [BIBTEX]
    @ARTICLE{Traina2002,
      author = {Traina, Caetano, Jr. and Traina, Agma Juci Machado and Faloutsos, Christos and Seeger, Bernhard},
      title = {Fast Indexing and Visualization of Metric Datasets Using Slim-trees},
      journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
      year = {2002},
      volume = {14},
      pages = {244-260},
      number = {2}
    }
  • M. Wang, A. Ailamaki, and C. Faloutsos, "Capturing the spatio-temporal behavior of real traffic data," Perform. Eval., vol. 49, iss. 1/4, pp. 147-163, 2002. [BIBTEX]
    @ARTICLE{Wang2002,
      author = {Mengzhi Wang and Anastassia Ailamaki and Christos Faloutsos},
      title = {Capturing the spatio-temporal behavior of real traffic data},
      journal = {Perform. Eval.},
      year = {2002},
      volume = {49},
      pages = {147-163},
      number = {1/4},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • M. Wang, N. H. Chan, S. Papadimitriou, C. Faloutsos, and T. M. Madhyastha, "Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic," in Proceedings of the 18th International Conference on Data Engineering, 26 February – 1 March 2002, San Jose, CA, 2002, pp. 507-516. [BIBTEX]
    @INPROCEEDINGS{Wang2002a,
      author = {Mengzhi Wang and Ngai Hang Chan and Spiros Papadimitriou and Christos Faloutsos and Tara M. Madhyastha},
      title = {Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic},
      booktitle = {Proceedings of the 18th International Conference on Data Engineering, 26 February - 1 March 2002, San Jose, CA},
      year = {2002},
      pages = {507-516},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://csdl.computer.org/comp/proceedings/icde/2002/1531/00/15310507abs.htm}
    }
  • L. Wu and C. Faloutsos, "Making every bit count: fast nonlinear axis scaling," in Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada, 2002, pp. 664-669. [BIBTEX]
    @INPROCEEDINGS{Wu2002,
      author = {Leejay Wu and Christos Faloutsos},
      title = {Making every bit count: fast nonlinear axis scaling},
      booktitle = {Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada},
      year = {2002},
      pages = {664-669},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/775047.775146}
    }

2001

  • Z. Bi, C. Faloutsos, and F. Korn, "The "DGX" Distribution for Mining Massive, Skewed Data," KDD, 2001. [BIBTEX]
    @ARTICLE{Bi2001,
      author = {Zhiqiang Bi and Christos Faloutsos and Flip Korn},
      title = {The "{DGX}" Distribution for Mining Massive, Skewed Data},
      journal = {KDD},
      year = {2001},
      month = aug, note = {Runner up for Best Paper Award},
      address = {San Francisco, CA}
    }
  • R. Jin, C. Faloutsos, and A. G. Hauptmann, "Meta-scoring: Automatically Evaluating Term Weighting Schemas in IR without Precision-Recall," SIGIR, 2001. [BIBTEX]
    @ARTICLE{Jin2001,
      author = {Rong Jin and Christos Faloutsos and Alex G. Hauptmann},
      title = {Meta-scoring: Automatically Evaluating Term Weighting Schemas in {IR} without Precision-Recall},
      journal = {SIGIR},
      year = {2001},
      month = {Sept. 9-13},
      address = {New Orleans LA}
    }
  • J. Jobin, M. Faloutsos, and S. Tripathi, "Performance Evaluation of Mobile Wireless Networks: A New Perspective," The Fourth ACM International Workshop on Modeling, Analysis and Simulation of Wireless and Mobile Systems in conjuction with MOBICOM, vol. Rome, Ital, 2001. [BIBTEX]
    @ARTICLE{Jobin2001,
      author = {Jobin, J and Faloutsos, M and Tripathi, S},
      title = {{Performance Evaluation of Mobile Wireless Networks: A New Perspective}},
      journal = {The Fourth ACM International Workshop on Modeling, Analysis and Simulation of Wireless and Mobile Systems in conjuction with MOBICOM},
      year = {2001},
      volume = {Rome, Ital}
    }
  • F. Korn, B. Pagel, and C. Faloutsos, "On the "Dimensionality Curse" and the "Self-Similarity Blessing"," IEEE Trans. on Knowledge and Data Engineering (TKDE), vol. 13, iss. 1, pp. 96-11, 2001. [BIBTEX]
    @ARTICLE{Korn2001,
      author = {Flip Korn and Bernd-Uwe Pagel and Christos Faloutsos},
      title = {On the "Dimensionality Curse" and the "Self-Similarity Blessing"},
      journal = {IEEE Trans. on Knowledge and Data Engineering (TKDE)},
      year = {2001},
      volume = {13},
      pages = {96-11},
      number = {1},
      month = jan, note = {("special section: best of ICDE 2000")}
    }
  • D. Margaritis, C. Faloutsos, and S. Thrun, "NetCube: A Scalable Tool for Fast Data Mining and Compression," in International Conference on Very Large Databases (VLDB), Roma, Italy, 2001, pp. 311-320. [BIBTEX]
    @INPROCEEDINGS{Margaritis2001,
      author = {Margaritis, Dimitris and Faloutsos, Christos and Thrun, Sebastian},
      title = {NetCube: A Scalable Tool for Fast Data Mining and Compression},
      booktitle = {International Conference on Very Large Databases (VLDB)},
      year = {2001},
      editor = {Apers, Peter M. G. and Atzeni, Paolo and Ceri, Stefano and Paraboschi, Stefano and Ramamohanarao, Kotagiri and Snodgrass, Richard T.},
      pages = {311-320},
      address = {Roma, Italy},
      publisher = {Morgan Kaufmann}
    }
  • D. Margaritis, C. Faloutsos, and S. Thrun, "NetCube: A Scalable Tool for Fast Data Mining and Compression," in Proceedings of the Conference on Very Large Databases (VLDB), Rome, Italy, 2001. [BIBTEX]
    @INPROCEEDINGS{Margaritis2001a,
      author = {D. Margaritis and C. Faloutsos and S. Thrun},
      title = {{NetCube: A Scalable Tool for Fast Data Mining and Compression}},
      booktitle = {{Proceedings of the Conference on Very Large Databases (VLDB)}},
      year = {2001},
      address = {Rome, Italy}
    }
  • A. L. \. Montgomery and C. Faloutsos, "Identifying Web Browsing Trends and Patterns," IEEE Computer, vol. 34, iss. 7, pp. 94-95, 2001. [BIBTEX]
    @ARTICLE{Montgomery2001,
      author = {Alan L.\ Montgomery and Christos Faloutsos},
      title = {Identifying Web Browsing Trends and Patterns},
      journal = {IEEE Computer},
      year = {2001},
      volume = {34},
      pages = {94--95},
      number = {7}
    }
  • B. Moon, H. V. Jagadish, C. Faloutsos, and J. H. Saltz, "Analysis of the Clustering Properties of the Hilbert Space-Filling Curve," IEEE Trans. on Knowledge and Data Engineering (TKDE), vol. 13, iss. 1, pp. 124-141, 2001. [BIBTEX]
    @ARTICLE{Moon2001,
      author = {Bongki Moon and H.V. Jagadish and Christos Faloutsos and Joel H. Saltz},
      title = {Analysis of the Clustering Properties of the Hilbert Space-Filling Curve},
      journal = {IEEE Trans. on Knowledge and Data Engineering (TKDE)},
      year = {2001},
      volume = {13},
      pages = {124-141},
      number = {1},
      month = jan }
  • C. Palmer, G. Siganos, M. Faloutsos, C. Faloutsos, and P. Gibbons, "The Connectivity and Fault-Tolerance of the \I\nternet Topology," Workshop on Network-Related Data Management (NRDM 2001), In cooperation with ACM SIGMOD/PODS, Santa Barbara, 2001. [BIBTEX]
    @ARTICLE{Palmer2001,
      author = {Palmer, C and Siganos, G and Faloutsos, M and Faloutsos, C and Gibbons, P},
      title = {{The Connectivity and Fault-Tolerance of the \{I\}nternet Topology}},
      journal = {Workshop on Network-Related Data Management (NRDM 2001), In cooperation with ACM SIGMOD/PODS, Santa Barbara},
      year = {2001}
    }
  • C. Palmer, G. Siganos, M. Faloutsos, C. Faloutsos, and P. Gibbons, "The connectivity and fault-tolerance of the Internet topology," in Workshop on Network Related Data Management (NRDM 2001), Santa Barbara, CA, 2001. [BIBTEX]
    @INPROCEEDINGS{Palmer2001a,
      author = {Chris Palmer and Georgios Siganos and Michalis Faloutsos and Christos Faloutsos and Phil Gibbons},
      title = {The connectivity and fault-tolerance of the Internet topology},
      booktitle = {Workshop on Network Related Data Management (NRDM 2001)},
      year = {2001},
      address = {Santa Barbara, CA},
      month = {May 25}
    }
  • J. Pan and C. Faloutsos, "VideoGraph: a new tool for video mining and classification," JCDL, pp. 116-117, 2001. [BIBTEX]
    @ARTICLE{Pan2001,
      author = {Jia-Yu Pan and Christos Faloutsos},
      title = {VideoGraph: a new tool for video mining and classification},
      journal = {JCDL},
      year = {2001},
      pages = {116-117},
      address = {Roanoke, VA}
    }
  • G. Proietti and C. Faloutsos, "Accurate Modeling of Region Data," IEEE Trans. Knowl. Data Eng., vol. 13, iss. 6, pp. 874-883, 2001. [BIBTEX]
    @ARTICLE{Proietti2001,
      author = {Guido Proietti and Christos Faloutsos},
      title = {Accurate Modeling of Region Data},
      journal = {IEEE Trans. Knowl. Data Eng.},
      year = {2001},
      volume = {13},
      pages = {874-883},
      number = {6},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.computer.org/tkde/tk2001/k0874abs.htm}
    }
  • R. F. Santos Filho, A. J. M. Traina, J. Traina Caetano, and C. Faloutsos, "Similarity Search without Tears: The OMNI Family of All-purpose Access Methods," in IEEE International Conference on Data Engineering (ICDE), Heidelberg, Germany, 2001, pp. 623-630. [BIBTEX]
    @INPROCEEDINGS{SantosFilho2001,
      author = {Santos Filho, Roberto Figueira and Traina, Agma Juci Machado and Traina, Caetano, Jr. and Faloutsos, Christos},
      title = {Similarity Search without Tears: The OMNI Family of All-purpose Access Methods},
      booktitle = {IEEE International Conference on Data Engineering (ICDE)},
      year = {2001},
      pages = {623-630},
      address = {Heidelberg, Germany},
      publisher = {IEEE Computer Society}
    }
  • S. Tauro, C. Palmer, G. Siganos, and M. Faloutsos, "A simple conceptual model for the Internet topology." 2001. [BIBTEX]
    @INPROCEEDINGS{Tauro2001,
      author = {SL Tauro and C. Palmer and G. Siganos and M. Faloutsos},
      title = {{A simple conceptual model for the Internet topology}},
      year = {2001},
      biburl = {http://www.bibsonomy.org/bibtex/2021b8d77389d3f100c4e954c537f9e60/mstrohm},
      description = {presents the "Jellyfish" model},
      interhash = {62b2510fe63038ac95c02c319c1bb021},
      intrahash = {021b8d77389d3f100c4e954c537f9e60},
      journal = {IEEE Global Telecommunications Conference, 2001. GLOBECOM'01. },
      keywords = {networks web-science}
    }
  • A. Traina, C. Traina, S. Papadimitriou, and C. Faloutsos, "Tri-Plots: Scalable Tools for Multidimensional Data Mining," KDD, 2001. [BIBTEX]
    @ARTICLE{Traina2001,
      author = {Agma Traina and Caetano Traina and Spiros Papadimitriou and Christos Faloutsos},
      title = {Tri-Plots: Scalable Tools for Multidimensional Data Mining},
      journal = {KDD},
      year = {2001},
      month = aug, address = {San Francisco, CA}
    }
  • L. Wu, C. Faloutsos, K. P. Sycara, and T. R. Payne, "Multimedia Queries by Example and Relevance Feedback," IEEE Data Eng. Bull., vol. 24, iss. 3, pp. 14-21, 2001. [BIBTEX]
    @ARTICLE{Wu2001,
      author = {Leejay Wu and Christos Faloutsos and Katia P. Sycara and Terry R. Payne},
      title = {Multimedia Queries by Example and Relevance Feedback},
      journal = {IEEE Data Eng. Bull.},
      year = {2001},
      volume = {24},
      pages = {14-21},
      number = {3},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://sites.computer.org/debull/A01SEP-CD.pdf}
    }

2000

  • N. H. Chan, C. Faloutsos, and T. Madhyastha, "Modeling disk accesses using ARFIMA," Technical Report, Carnegie Mellon University, 2000. [BIBTEX]
    @ARTICLE{Chan2000,
      author = {Chan, N H and Faloutsos, C and Madhyastha, T},
      title = {{Modeling disk accesses using ARFIMA}},
      journal = {Technical Report, Carnegie Mellon University},
      year = {2000}
    }
  • C. Faloutsos, B. Seeger, A. J. M. Traina, and C. T. Jr., "Spatial Join Selectivity Using Power Laws," in Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA, 2000, pp. 177-188. [BIBTEX]
    @INPROCEEDINGS{Faloutsos2000,
      author = {Christos Faloutsos and Bernhard Seeger and Agma J. M. Traina and Caetano Traina Jr.},
      title = {Spatial Join Selectivity Using Power Laws},
      booktitle = {Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA},
      year = {2000},
      pages = {177-188},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/342009.335412, db/conf/sigmod/FaloutsosSTT00.html}
    }
  • C. T. Jr., A. J. M. Traina, L. Wu, and C. Faloutsos, "Fast Feature Selection Using Fractal Dimension," in XV Simp\ó\, 2000, p. \158-171\. [BIBTEX]
    @INPROCEEDINGS{Jr.,
      author = {Jr., Caetano Traina and Traina, Agma J M and Wu, Leejay and Faloutsos, Christos},
      title = {{Fast Feature Selection Using Fractal Dimension}},
      booktitle = {XV Simp\{\'{o}\},
      year = \{2000\},
      pages = \{158-171\},
      bibsource = \{DBLP, http://dblp.uni-trier.de\}},
      year = {2000}
    }
  • F. Korn, A. Labrinidis, Y. Kotidis, and C. Faloutsos, "Quantifiable Data Mining Using Ratio Rules.," VLDB Journal, vol. 8, iss. 3-4, pp. 254-266, 2000. [BIBTEX]
    @ARTICLE{Korn2000,
      author = {Flip Korn and Alexandros Labrinidis and Yannis Kotidis and Christos Faloutsos},
      title = {Quantifiable Data Mining Using Ratio Rules.},
      journal = {VLDB Journal},
      year = {2000},
      volume = {8},
      pages = {254-266},
      number = {3-4}
    }
  • B. Pagel, F. Korn, and C. Faloutsos, "Deflating the Dimensionality Curse Using Multiple Fractal Dimensions," in ICDE, 2000, pp. 589-598. [BIBTEX]
    @INPROCEEDINGS{Pagel2000,
      author = {Bernd-Uwe Pagel and Flip Korn and Christos Faloutsos},
      title = {Deflating the Dimensionality Curse Using Multiple Fractal Dimensions},
      booktitle = {ICDE},
      year = {2000},
      pages = {589-598},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.ieeecomputersociety.org/10.1109/ICDE.2000.839457}
    }
  • C. R. Palmer and C. Faloutsos, "Density Biased Sampling: An Improved Method for Data Mining and Clustering," in SIGMOD, 2000. [BIBTEX]
    @INPROCEEDINGS{Palmertoappear,
      author = {Palmer, Christopher R. and Faloutsos, Christos},
      title = {Density Biased Sampling: An Improved Method for Data Mining and Clustering},
      booktitle = {SIGMOD},
      year = {2000}
    }
  • G. Proietti and C. Faloutsos, "Analysis of Range Queries and Self-Spatial Join Queries on Real Region Datasets Stored Using an R-Tree," IEEE Trans. Knowl. Data Eng., vol. 12, iss. 5, pp. 751-762, 2000. [BIBTEX]
    @ARTICLE{Proietti2000,
      author = {Guido Proietti and Christos Faloutsos},
      title = {Analysis of Range Queries and Self-Spatial Join Queries on Real Region Datasets Stored Using an R-Tree},
      journal = {IEEE Trans. Knowl. Data Eng.},
      year = {2000},
      volume = {12},
      pages = {751-762},
      number = {5},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://www.computer.org:80/tkde/tk2000/k0751abs.htm}
    }
  • E. Riedel, C. Faloutsos, G. R. Ganger, and D. Nagle, "Data Mining on an OLTP System (Nearly) for Free," in SIGMOD, 2000. [BIBTEX]
    @INPROCEEDINGS{Riedeltoappear,
      author = {Riedel, Erik and Faloutsos, Christos and Ganger, Gregory R. and Nagle, David},
      title = {Data Mining on an OLTP System (Nearly) for Free},
      booktitle = {SIGMOD},
      year = {2000}
    }
  • K. A. Ross, C. Faloutsos, A. Y. Levy, P. E. O’Neil, E. Simon, D. Srivastava, V. Vianu, and G. Weikum, "Reminiscences on Influential Papers," SIGMOD Record, vol. 29, iss. 1, pp. 52-65, 2000. [BIBTEX]
    @ARTICLE{Ross2000,
      author = {Kenneth A. Ross and Christos Faloutsos and Alon Y. Levy and Patrick E. O'Neil and Eric Simon and Divesh Srivastava and Victor Vianu and Gerhard Weikum},
      title = {Reminiscences on Influential Papers},
      journal = {SIGMOD Record},
      year = {2000},
      volume = {29},
      pages = {52-65},
      number = {1},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {db/journals/sigmod/RossFLOSSVW00.html, http://www.acm.org/sigmod/record/issues/0003/influential.pdf}
    }
  • J. Sun and M. Faloutsos, "Generating small realistic Internet Topologies," Network Group Communication (poster), 2000. [BIBTEX]
    @ARTICLE{Sun2000,
      author = {Sun, Junhong and Faloutsos, M},
      title = {{Generating small realistic Internet Topologies}},
      journal = {Network Group Communication (poster)},
      year = {2000}
    }
  • J. Traina Caetano, A. J. M. Traina, L. Wu, and C. Faloutsos, "Fast feature selection using fractal dimension," in Brazilian Symposium on Databases (SBBD), Joao Pessoa, PB, 2000, pp. 158-171. [BIBTEX]
    @INPROCEEDINGS{Traina2000,
      author = {Traina, Caetano, Jr. and Traina, Agma Juci Machado and Wu, Leejay and Faloutsos, Christos},
      title = {Fast feature selection using fractal dimension},
      booktitle = {Brazilian Symposium on Databases (SBBD)},
      year = {2000},
      editor = {Medeiros, Claudia Maria Bauzer and Becker, Karin},
      pages = {158-171},
      address = {Joao Pessoa, PB}
    }
  • L. Wu, C. Faloutsos, K. Sycara, and T. Payne, "FALCON: Feedback Adaptive Loop for Content-Based Retrieval," VLDB, 2000. [BIBTEX]
    @ARTICLE{Wu2000,
      author = {Leejay Wu and Christos Faloutsos and Katia Sycara and Terry Payne},
      title = {{FALCON}: Feedback Adaptive Loop for Content-Based Retrieval},
      journal = {VLDB},
      year = {2000},
      month = {Sept. 10-14},
      address = {Kairo, Egypt}
    }
  • S. Yan, M. Faloutsos, and A. Banerjea, "QoS-Aware Multicast Routing for the Internet: The Design and Evaluation of QoSMIC," IEEE/ACM Transactions on Networking, 2000. [BIBTEX]
    @ARTICLE{Yan2000,
      author = {Yan, S and Faloutsos, M and Banerjea, A},
      title = {{QoS-Aware Multicast Routing for the Internet: The Design and Evaluation of QoSMIC}},
      journal = {IEEE/ACM Transactions on Networking},
      year = {2000}
    }
  • B. Yi and C. Faloutsos, "Fast Time Sequence Indexing for Arbitrary Lp Norms," in VLDB 2000, Proceedings of 26th International Conference on Very Large Data Bases, September 10-14, 2000, Cairo, Egypt, 2000, pp. 385-394. [BIBTEX]
    @INPROCEEDINGS{Yi2000,
      author = {Byoung-Kee Yi and Christos Faloutsos},
      title = {Fast Time Sequence Indexing for Arbitrary Lp Norms},
      booktitle = {VLDB 2000, Proceedings of 26th International Conference on Very Large Data Bases, September 10-14, 2000, Cairo, Egypt},
      year = {2000},
      pages = {385-394},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {db/conf/vldb/YiF00.html}
    }
  • B. Yi, N. D. \. Sidiropoulos, T. Johnson, H. V. \. Jagadish, C. Faloutsos, and A. Biliris, "Online Data Mining for Co-Evolving Time Sequences," in ICDE, 2000. [BIBTEX]
    @INPROCEEDINGS{Yi2000a,
      author = {Byoung-Kee Yi and N.D.\ Sidiropoulos and Theodore Johnson and H.V.\ Jagadish and Christos Faloutsos and Alexandros Biliris},
      title = {Online Data Mining for Co-Evolving Time Sequences},
      booktitle = {ICDE},
      year = {2000}
    }

1999

  • C. Faloutsos, "Multimedia IR: Indexing and Searching,," , Baeza-Yates, R. and Ribeiro-Neto., B., Eds., Addison Wesley Longman, 1999. [BIBTEX]
    @INCOLLECTION{Faloutsos1999,
      author = {Christos Faloutsos},
      title = {Multimedia {IR}: Indexing and Searching,},
      booktitle = {Modern Information Retrieval},
      publisher = {Addison Wesley Longman},
      year = {1999},
      editor = {Ricardo Baeza-Yates and Berthier Ribeiro-Neto.}
    }
  • M.~Faloutsos, P.~Faloutsos, and C.~Faloutsos, "On Power-Law Relationships of the Internet Topology," in SIGCOMM, 1999. [BIBTEX]
    @INPROCEEDINGS{Faloutsos1999a,
      author = {M.~Faloutsos and P.~Faloutsos and C.~Faloutsos},
      title = {On Power-Law Relationships of the Internet Topology},
      booktitle = {SIGCOMM},
      year = {1999}
    }
  • A. Hinneburg and D. A., "Clustering Methods for Large Databases: From the Past to the Future," in ACM SIGMOD International Conference on Management of Data, Philadelphia, PA, 1999, p. 509. [BIBTEX]
    @INPROCEEDINGS{Hinneburg1999,
      author = {Hinneburg, Alexander and A., Daniel},
      title = {Clustering Methods for Large Databases: From the Past to the Future},
      booktitle = {ACM SIGMOD International Conference on Management of Data},
      year = {1999},
      editor = {Faloutsos, Christos},
      pages = {509},
      address = {Philadelphia, PA},
      publisher = {ACM Press}
    }
  • G. Proietti and C. Faloutsos, "I/O Complexity for Range Queries on Region Data Stored Using an R-tree," in Proceedings of the 15th International Conference on Data Engineering, 23-26 March 1999, Sydney, Austrialia, 1999, pp. 628-635. [BIBTEX]
    @INPROCEEDINGS{Proietti1999,
      author = {Guido Proietti and Christos Faloutsos},
      title = {I/O Complexity for Range Queries on Region Data Stored Using an R-tree},
      booktitle = {Proceedings of the 15th International Conference on Data Engineering, 23-26 March 1999, Sydney, Austrialia},
      year = {1999},
      pages = {628-635},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {db/conf/icde/ProiettiF99.html}
    }
  • S. Thrun, C. Faloutsos, T. M. Mitchell, and L. A. Wasserman, "Automated Learning and Discovery Stat-Of-The-Art and Research Topics in a Rapidly Growing Field," AI Magazine, vol. 20, iss. 3, pp. 78-82, 1999. [BIBTEX]
    @ARTICLE{Thrun1999,
      author = {Sebastian Thrun and Christos Faloutsos and Tom M. Mitchell and Larry A. Wasserman},
      title = {Automated Learning and Discovery Stat-Of-The-Art and Research Topics in a Rapidly Growing Field},
      journal = {AI Magazine},
      year = {1999},
      volume = {20},
      pages = {78-82},
      number = {3},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • J. Traina Caetano, A. J. M. Traina, and C. Faloutsos, "FastMapDB User’s Manual," Carnegie Mellon University – School of Computer Science1999. [BIBTEX]
    @TECHREPORT{Traina1999,
      author = {Traina, Caetano, Jr. and Traina, Agma Juci Machado and Faloutsos, Christos},
      title = {FastMapDB User's Manual},
      institution = {Carnegie Mellon University - School of Computer Science},
      year = {1999},
      month = {September 1999}
    }
  • J. Traina Caetano, A. J. M. Traina, and C. Faloutsos, "Distance exponent : a new concept for selectivity estimation in metric trees," Carnegie Mellon University – School of Computer Science, Research Paper CMU-CS-99-110, 1999. [BIBTEX]
    @TECHREPORT{Traina1999a,
      author = {Traina, Caetano, Jr. and Traina, Agma Juci Machado and Faloutsos, Christos},
      title = {Distance exponent : a new concept for selectivity estimation in metric trees},
      institution = {Carnegie Mellon University - School of Computer Science},
      year = {1999},
      type = {Research Paper},
      number = {CMU-CS-99-110},
      month = {March 1999}
    }
  • J. Traina Caetano, A. J. M. Traina, B. Seeger, and C. Faloutsos, "Slim-Trees: High Performance Metric Trees Miniminzing Overlap Between Nodes," Carnegie Mellon University – School of Computer Science, Research Paper CMU-CS-99-170, 1999. [BIBTEX]
    @TECHREPORT{Traina1999b,
      author = {Traina, Caetano, Jr. and Traina, Agma Juci Machado and Seeger, Bernhard and Faloutsos, Christos},
      title = {Slim-Trees: High Performance Metric Trees Miniminzing Overlap Between Nodes},
      institution = {Carnegie Mellon University - School of Computer Science},
      year = {1999},
      type = {Research Paper},
      number = {CMU-CS-99-170},
      month = {October 1999}
    }

1998

  • A. Belussi and C. Faloutsos, "Self-Spacial Join Selectivity Estimation Using Fractal Concepts," ACM Trans. Inf. Syst., vol. 16, iss. 2, pp. 161-201, 1998. [BIBTEX]
    @ARTICLE{Belussi1998,
      author = {Alberto Belussi and Christos Faloutsos},
      title = {Self-Spacial Join Selectivity Estimation Using Fractal Concepts},
      journal = {ACM Trans. Inf. Syst.},
      year = {1998},
      volume = {16},
      pages = {161-201},
      number = {2},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://doi.acm.org/10.1145/279339.279342}
    }
  • Y. Gong, G. Proietti, and C. Faloutsos, "Image Indexing and Retrieval Based on Human Perceptual Color Clustering," in 1998 Conference on Computer Vision and Pattern Recognition (CVPR ’98), June 23-25, 1998, Santa Barbara, CA, USA, 1998, pp. 578-585. [BIBTEX]
    @INPROCEEDINGS{Gong1998,
      author = {Yihong Gong and Guido Proietti and Christos Faloutsos},
      title = {Image Indexing and Retrieval Based on Human Perceptual Color Clustering},
      booktitle = {1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), June 23-25, 1998, Santa Barbara, CA, USA},
      year = {1998},
      pages = {578-585},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {http://dlib2.computer.org/conferen/cvpr/8497/pdf/84970578.pdf}
    }
  • Y. Ishikawa, R. Subramanya, and C. Faloutsos, "MindReader: Querying Databases Through Multiple Examples," in International Conference on Very Large Databases (VLDB), New York City, NY, 1998, pp. 218-227. [BIBTEX]
    @INPROCEEDINGS{Ishikawa1998,
      author = {Ishikawa, Yoshiharu and Subramanya, Ravishankar and Faloutsos, Christos},
      title = {MindReader: Querying Databases Through Multiple Examples},
      booktitle = {International Conference on Very Large Databases (VLDB)},
      year = {1998},
      editor = {Gupta, Ashish and Shmueli, Oded and Widom, Jennifer},
      pages = {218-227},
      address = {New York City, NY},
      publisher = {Morgan Kaufmann}
    }
  • V. Kobla, D. S. Doermann, and C. Faloutsos, "Developing High-Level Representations of Video Clips using VideoTrails," in Storage and Retrieval for Image and Video Databases (SPIE), 1998, pp. 81-92. [BIBTEX]
    @INPROCEEDINGS{Kobla1998,
      author = {Vikrant Kobla and David S. Doermann and Christos Faloutsos},
      title = {Developing High-Level Representations of Video Clips using VideoTrails},
      booktitle = {Storage and Retrieval for Image and Video Databases (SPIE)},
      year = {1998},
      pages = {81-92},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • F. Korn, A. Labrinidis, Y. Kotidis, and C. Faloutsos, "Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining," in VLDB’98, Proceedings of 24rd International Conference on Very Large Data Bases, August 24-27, 1998, New York City, New York, USA, 1998, pp. 582-593. [BIBTEX]
    @INPROCEEDINGS{Korn1998,
      author = {Flip Korn and Alexandros Labrinidis and Yannis Kotidis and Christos Faloutsos},
      title = {Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining},
      booktitle = {VLDB'98, Proceedings of 24rd International Conference on Very Large Data Bases, August 24-27, 1998, New York City, New York, USA},
      year = {1998},
      pages = {582-593},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {db/conf/vldb/KornLKF98.html}
    }
  • F. Korn, N. Sidiropoulos, C. Faloutsos, E. Siegel, and Z. Protopapas, "Fast and Effective Retrieval of Medical Tumor Shapes," IEEE Trans. Knowl. Data Eng., vol. 10, iss. 6, pp. 889-904, 1998. [BIBTEX]
    @ARTICLE{Korn1998a,
      author = {Flip Korn and Nikolaos Sidiropoulos and Christos Faloutsos and Eliot Siegel and Zenon Protopapas},
      title = {Fast and Effective Retrieval of Medical Tumor Shapes},
      journal = {IEEE Trans. Knowl. Data Eng.},
      year = {1998},
      volume = {10},
      pages = {889-904},
      number = {6},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {db/journals/tkde/KornSFSP98.html}
    }
  • F. Korn, N. Sidiropoulos, C. Faloutsos, E. Siegel, and Z. Protopapas, "Fast and effective retrieval of medical tumor shapes," IEEE Transactions on Knowledge and Data Engineering, vol. 10, pp. 889-904, 1998. [BIBTEX]
    @ARTICLE{Korn1998b,
      author = {F. Korn and N. Sidiropoulos and C. Faloutsos and E. Siegel and Z. Protopapas},
      title = {{Fast and effective retrieval of medical tumor shapes}},
      journal = {IEEE Transactions on Knowledge and Data Engineering},
      year = {1998},
      volume = {10},
      pages = {889-904}
    }
  • A. Kumar, V. J. Tsotras, and C. Faloutsos, "Designing Access Methods for Bitemporal Databases," IEEE Trans. on Knowledge and Data Engineering (IEEE-TKDE),, vol. 10, iss. 1, pp. 1-20, 1998. [BIBTEX]
    @ARTICLE{Kumar1998,
      author = {Anil Kumar and Vassilis J. Tsotras and Christos Faloutsos},
      title = {Designing Access Methods for Bitemporal Databases},
      journal = {IEEE Trans. on Knowledge and Data Engineering (IEEE-TKDE),},
      year = {1998},
      volume = {10},
      pages = {1-20},
      number = {1},
      month = jan }
  • T. M. Madhyastha, G. A. Gibson, and C. Faloutsos, "\I\nformed \P\refetching for \C\ollective \I\nput/\O\utput," in submitted for publication., 1998. [BIBTEX]
    @INPROCEEDINGS{Madhyastha1998,
      author = {Madhyastha, Tara M and Gibson, Garth A and Faloutsos, Christos},
      title = {{\{I\}nformed \{P\}refetching for \{C\}ollective \{I\}nput/\{O\}utput}},
      booktitle = {submitted for publication.},
      year = {1998}
    }
  • G. Proietti and C. Faloutsos, "Selectivity Estimation of Window Queries for Line Segment Datasets," in Seventh Int. Conference on Information and Knowledge Management (CIKM),, Washington, DC, 1998. [BIBTEX]
    @INPROCEEDINGS{Proietti1998,
      author = {Guido Proietti and Christos Faloutsos},
      title = {Selectivity Estimation of Window Queries for Line Segment Datasets},
      booktitle = {Seventh Int. Conference on Information and Knowledge Management (CIKM),},
      year = {1998},
      address = {Washington, DC},
      month = {Nov. 3-7}
    }
  • E. Riedel, G. A. Gibson, and C. Faloutsos, "Active Storage for Large-Scale Data Mining and Multimedia," in VLDB’98, Proceedings of 24rd International Conference on Very Large Data Bases, August 24-27, 1998, New York City, New York, USA, 1998, pp. 62-73. [BIBTEX]
    @INPROCEEDINGS{Riedel1998,
      author = {Erik Riedel and Garth A. Gibson and Christos Faloutsos},
      title = {Active Storage for Large-Scale Data Mining and Multimedia},
      booktitle = {VLDB'98, Proceedings of 24rd International Conference on Very Large Data Bases, August 24-27, 1998, New York City, New York, USA},
      year = {1998},
      pages = {62-73},
      bibsource = {DBLP, http://dblp.uni-trier.de},
      ee = {db/conf/vldb/RiedelGF98.html}
    }
  • P. Triantafillou and C. Faloutsos, "Overlay Striping and Optimal Parallel I/O for Modern Applications," Parallel Computing, vol. 24, iss. 1, pp. 21-43, 1998. [BIBTEX]
    @ARTICLE{Triantafillou1998,
      author = {Peter Triantafillou and Christos Faloutsos},
      title = {Overlay Striping and Optimal Parallel I/O for Modern Applications},
      journal = {Parallel Computing},
      year = {1998},
      volume = {24},
      pages = {21-43},
      number = {1},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
  • B. Yi, H. V. Jagadish, and C. Faloutsos, "Efficient Retrieval of Similar Time Sequences Under Time Warping," ICDE 98, 1998. [BIBTEX]
    @ARTICLE{Yi1998,
      author = {Byoung-Kee Yi and H.V. Jagadish and Christos Faloutsos},
      title = {Efficient Retrieval of Similar Time Sequences Under Time Warping},
      journal = {ICDE 98},
      year = {1998},
      month = {Feb. 23 - 27},
      address = {Orlando, Florida}
    }