Publications
[DBLP] |
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Conference Papers
25. Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos,
Proximity Tracking on Time-Evolving Bipartite Graphs,
SDM 2008, Atlanta, USA.
[PDF]
Best paper award
24. Spiros Papadimitriou, Feifei Li, George Kollios, Philip S. Yu,
Time Series Compressibility and Privacy, VLDB 2007, Vienna, Austria.
23. Tsuyoshi Idé, Spiros Papadimitriou, Michail Vlachos,
Computing Correlation Anomaly Scores using Stochastic Nearest Neighbors,
ICDM 2007, Omaha, USA.
22. Jimeng Sun, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos,
GraphScope: Parameter-Free Mining of Large Time-Evolving Graphs,
KDD 2007, San Jose, USA.
[PDF] [PPT†]
21. Feifei Li, Jimeng Sun, Spiros Papadimitriou, George Mihaila, Ioana Stanoi,
Hiding in the Crowd: Privacy Preservation on Evolving Streams through
Correlation Tracking, ICDE 2007, Istanbul, Turkey.
[PDF]
20. Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Local Correlation
Tracking in Time Series, ICDM 2006, Hong Kong.
[PDF] [PPT†]
19. Jimeng Sun, Spiros Papadimitriou, Philip S. Yu, Window-based Tensor
Analysis on High-dimensional and Multi-aspect Streams, ICDM 2006,
Hong Kong.
[PDF]
18. Spiros Papadimitriou, Philip S. Yu, Optimal Multi-Scale Patterns in Time
Series Streams, SIGMOD 2006, Chicago.
[PDF] [PPT†]
17. Michail Vlachos, Spiros Papadimitriou, Zografoula Vagena, Philip S. Yu,
RIVA: Indexing and Visualization of High-Dimensional Data via Dimension
Reorderings, PKDD 2006, Berlin.
[PDF]
16. Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos, Distributed Pattern
Discovery in Multiple Streams, PAKDD 2006, Singapore.
[PDF]
15. Deepak S. Turaga, Michail Vlachos, Spiros Papadimitriou, Philip S. Yu,
SLIDE: Streaming and Load-Adaptive Periodicity Estimation,
ICASSP 2006, Toulouse, France.
[PDF]
14. Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Streaming Pattern
Discovery in Multiple Time-Series, VLDB 2005, Trondheim, Norway.
[PDF] [PPT†]
13. Spiros Papadimitriou, Aristides Gionis, Panayiotis Tsaparas,
Risto A. Väisänen, Christos Faloutsos, Heikki Mannila,
Parameter-Free Spatial Data Mining Using MDL, ICDM 2005, New Orleans.
[PDF] [PPT†]
12. Aristides Gionis, Alexander Hinneburg, Spiros Papadimitriou, Panayiotis
Tsaparas, Dimension Induced Clustering, KDD 2005, Chicago.
[PDF]
11. Kyriakos Mouratidis, Dimitris Papadias, Spiros Papadimitriou, Medoid
Queries in Large Spatial Databases, SSTD 2005, Angra dos Reis, Brazil.
[PDF]
10. Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos, BRAID:
Stream Mining through Group Lag Correlations, SIGMOD 2005, Baltimore.
[PDF]
9. Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos, AutoLag:
Automatic Discovery of Lag Correlations in Stream Data, ICDE 2005,
Tokyo, Japan. [PDF]
8. Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra Modha, Christos
Faloutsos, Fully Automatic Cross-Associations, KDD 2004, Seattle,
August 2004. [PDF]
7. Cui Zhu, Hiroyuki Kitagawa, Spiros Papadimitriou, Christos Faloutsos,
OBE: Outliers By Example, PAKDD 2004, Syndey, Australia, May 2004.
[PDF]
6. Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos, Adaptive,
Hands-Off Stream Mining, VLDB 2003, Berlin, September 2003.
[PDF] [PPT†]
Invited to best papers of VLDB 2003 issue
5. Spiros Papadimitriou, Christos Faloutsos, Cross-Outlier Detection,
SSTD 2003, Santorini, July 2003.
[PDF] [PPT†]
4. Spiros Papadimitriou, Hiroyuki Kitagawa, Phillip B. Gibbons, Christos
Faloutsos, LOCI: Fast Outlier Detection Using the Local Correlation
Integral, ICDE 2003, Bangalore, March 2003.
[PDF] [PPT†]
3. Mengzhi Wang, Tara M. Madhyastha, Ngai Hang Chan, Spiros Papadimitriou,
Christos Faloutsos, Data Mining Meets Performance Evaluation: Fast
Algorithms for Modeling Bursty Traffic, ICDE 2002, San Jose,
February 2002. [PDF]
2. Agma Traina, Caetano Traina, Spiros Papadimitriou, Christos Faloutsos,
Tri-Plots: Scalable Tools for Multidimensional Data Mining, KDD 2001,
San Francisco, August 2001.
[PDF]
1. Rakesh Agrawal, Roberto Bayardo, Daniel Gruhl, Spiros Paparimitriou,
Vinci: A Service-Oriented Architecture for Rapid Development of Web
Applications, 10th International World-Wide Web Conference, Hong Kong,
May 2001. [PDF]
Invited to best papers of WWW-10 issue
Journal Articles
4. Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu,
Christos Faloutsos, Incremental Tensor Analysis: Theory and Applications,
ACM TKDD (to appear).
3. Kyriakos Mouratidis, Dimitris Papadias, Spiros Papadimitriou,
Tree-based Partition Querying: A Methodology for Computing Medoids
in Large Spatial Databases, VLDB Journal (to appear).
[SpringerLink]
2. Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos,
Adaptive, Unsupervised Stream Mining, VLDB Journal, 13(3), 2004.
[SpringerLink]
1. Rakesh Agrawal, Roberto Bayardo, Daniel Gruhl, Spiros Paparimitriou,
Vinci: A Service-Oriented Architecture for Rapid Development of Web
Applications, Computer Networks, 39(5), 2002.
[PDF]
Tutorials
1. Hands-On Time-Series Analysis with Matlab, with Michalis Vlachos,
ICDM 2006, Hong Kong. [PDF] [PPT1,PPT2,PPT3†]
Book Chapters
4.Kyriakos Mouratidis, Dimitris Papadias, Spiros Papadimitriou,
Medoid Queries in Large Spatial Datasets, in:
Data Mining and Knowledge Discovery, 2nd ed., CRC Press (to appear).
3. Jimeng Sun, Spiros Papadimitriou, Philip S. Yu,
Tensor Analysis on Multi-Aspect Streams, in: João Gamma,
Mohamed Medhat Gaber (eds.), Learning from Data Streams, Springer, 2007.
2. Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Dimensionality
Reduction and Forecasting on Streams, in: Charu Aggarwal (ed.),
Data Streams: Models and Algorithms, Kluwer, 2007.
1. Sailesh Krishnamurthy, Spiros Papadimitriou, Bianca Schröder,
Anastassia Ailamaki, PostgreSQL, in: Abraham Silberschatz, Henry
F. Korth, S. Sudarshan, Database System Concepts, 5th ed.,
Mc-Graw Hill.
Other (selected)
1. Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos,
Online Latent Variable Detection in Sensor Networks, demo
in ICDE 2005, Tokyo, Japan.
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