Spiros Papadimitriou

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Christos FaloutsosCMUVerified email at cs.cmu.edu
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Hiroyuki KitagawaUniveristy of TsukubaVerified email at cs.tsukuba.ac.jp
Hanghang TongUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Tina Eliassi-RadProfessor & The Inaugural Joseph E. Aoun Chair, Northeastern UniversityVerified email at eliassi.org
Yasushi SakuraiThe Institute of Scientific and Industrial Research,Osaka UniversityVerified email at sanken.osaka-u.ac.jp
Evangelos E. PapalexakisAssociate Professor and Ross Family Chair, University of California RiversideVerified email at cs.ucr.edu
Feifei LiAlibaba Group/Alibaba CloudVerified email at cs.utah.edu
Deepayan ChakrabartiAssociate Professor, McCombs School of Business, UT AustinVerified email at utexas.edu
Shixia LiuProfessor, Tsinghua University, IEEE FellowVerified email at tsinghua.edu.cn
Nan CaoProfessor, Intelligent Big Data Visualization Lab @ Tongji UniversityVerified email at tongji.edu.cn
Bin LiuWest Virginia UniversityVerified email at mail.wvu.edu
Dharmendra ModhaIBM FellowVerified email at us.ibm.com
Dacheng TaoNanyang Technological UniversityVerified email at ntu.edu.sg
George KolliosProfessor of Computer Science, Boston UniversityVerified email at bu.edu
Stephan GünnemannProfessor of Computer Science, Technical University of MunichVerified email at in.tum.de
Miguel AraujoSemasioVerified email at semasio.com
Kyriakos MouratidisSchool of Computing and Information Systems, Singapore Management UniversityVerified email at smu.edu.sg
Panayiotis TsaparasAssociate Professor, Department of Computer Science and Engineering, University of Ioannina, GreeceVerified email at cs.uoi.gr

Spiros Papadimitriou

Rutgers University

Verified email at rutgers.edu

Data Mining Time Series Graphs Streams


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Loci: Fast outlier detection using the local correlation integral S Papadimitriou, H Kitagawa, PB Gibbons, C Faloutsos Proceedings 19th international conference on data engineering (Cat. No …, 2003	1325	2003
Graphscope: parameter-free mining of large time-evolving graphs J Sun, C Faloutsos, S Papadimitriou, PS Yu Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	676	2007
Streaming pattern discovery in multiple time-series S Papadimitriou, J Sun, C Faloutsos Carnegie Mellon University, 2005	578	2005
Fully automatic cross-associations D Chakrabarti, S Papadimitriou, DS Modha, C Faloutsos Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	397	2004
Incremental tensor analysis: Theory and applications J Sun, D Tao, S Papadimitriou, PS Yu, C Faloutsos ACM Transactions on Knowledge Discovery from Data (TKDD) 2 (3), 1-37, 2008	354	2008
Disco: Distributed co-clustering with map-reduce: A case study towards petabyte-scale end-to-end mining S Papadimitriou, J Sun 2008 Eighth IEEE International Conference on Data Mining, 512-521, 2008	322	2008
Braid: Stream mining through group lag correlations Y Sakurai, S Papadimitriou, C Faloutsos Proceedings of the 2005 ACM SIGMOD international conference on Management of …, 2005	272	2005
Data mining meets performance evaluation: Fast algorithms for modeling bursty traffic M Wang, T Madhyastha, NH Chan, S Papadimitriou, C Faloutsos Proceedings 18th International Conference on Data Engineering, 507-516, 2002	246	2002
A general geographical probabilistic factor model for point of interest recommendation B Liu, H Xiong, S Papadimitriou, Y Fu, Z Yao IEEE Transactions on Knowledge and Data Engineering 27 (5), 1167-1179, 2014	217	2014
Adaptive, hands-off stream mining S Papadimitriou, A Brockwell, C Faloutsos Proceedings 2003 VLDB Conference, 560-571, 2003	207	2003
Centralities in large networks: Algorithms and observations U Kang, S Papadimitriou, J Sun, H Tong Proceedings of the 2011 SIAM international conference on data mining, 119-130, 2011	201	2011
Optimal multi-scale patterns in time series streams S Papadimitriou, P Yu Proceedings of the 2006 ACM SIGMOD international conference on Management of …, 2006	165	2006
Time series compressibility and privacy S Papadimitriou, F Li, G Kollios, PS Yu Proceedings of the 33rd international conference on Very large data bases …, 2007	153	2007
Smallblue: Social network analysis for expertise search and collective intelligence CY Lin, N Cao, SX Liu, S Papadimitriou, J Sun, X Yan 2009 IEEE 25th International Conference on Data Engineering, 1483-1486, 2009	151	2009
Colibri: fast mining of large static and dynamic graphs H Tong, S Papadimitriou, J Sun, PS Yu, C Faloutsos Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	150	2008
Com2: fast automatic discovery of temporal (‘comet’) communities M Araujo, S Papadimitriou, S Günnemann, C Faloutsos, P Basu, A Swami, ... Advances in Knowledge Discovery and Data Mining: 18th Pacific-Asia …, 2014	136	2014
Local correlation tracking in time series S Papadimitriou, J Sun, SY Philip Sixth International Conference on Data Mining (ICDM'06), 456-465, 2006	129	2006
Hiding in the crowd: Privacy preservation on evolving streams through correlation tracking F Li, J Sun, S Papadimitriou, GA Mihaila, I Stanoi 2007 IEEE 23rd International Conference on Data Engineering, 686-695, 2006	124	2006
Proximity tracking on time-evolving bipartite graphs H Tong, S Papadimitriou, PS Yu, C Faloutsos Proceedings of the 2008 SIAM International Conference on Data Mining, 704-715, 2008	115	2008
Vinci: A service-oriented architecture for rapid development of web applications R Agrawal, RJ Bayardo Jr, D Gruhl, S Papadimitriou Proceedings of the 10th international conference on World Wide Web, 355-365, 2001	115	2001

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