Tri-plots: scalable tools for multidimensional data mining. - Agma J. M. Traina; Caetano Traina Jr.; Spiros Papadimitriou; Christos Faloutsos (KDD, 2001)

Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic. - Mengzhi Wang; Ngai Hang Chan; Spiros Papadimitriou; Christos Faloutsos; Tara M. Madhyastha (ICDE, 2002)

Vinci: a service-oriented architecture for rapid development of Web applications. - Rakesh Agrawal 001; Roberto J. Bayardo Jr.; Daniel Gruhl; Spiros Papadimitriou (Comput. Networks, 2002)

LOCI: Fast Outlier Detection Using the Local Correlation Integral. - Spiros Papadimitriou; Hiroyuki Kitagawa; Phillip B. Gibbons; Christos Faloutsos (ICDE, 2003)

Cross-Outlier Detection. - Spiros Papadimitriou; Christos Faloutsos (SSTD, 2003)

Adaptive, Hands-Off Stream Mining. - Spiros Papadimitriou; Anthony Brockwell; Christos Faloutsos (VLDB, 2003)

Fully automatic cross-associations. - Deepayan Chakrabarti; Spiros Papadimitriou; Dharmendra S. Modha; Christos Faloutsos (KDD, 2004)

OBE: Outlier by Example. - Cui Zhu; Hiroyuki Kitagawa; Spiros Papadimitriou; Christos Faloutsos (PAKDD, 2004)

Adaptive, unsupervised stream mining. - Spiros Papadimitriou; Anthony Brockwell; Christos Faloutsos (VLDB J., 2004)

AutoLag: Automatic Discovery of Lag Correlations in Stream Data. - Yasushi Sakurai; Spiros Papadimitriou; Christos Faloutsos (ICDE, 2005)

Online Latent Variable Detection in Sensor Networks. - Jimeng Sun 001; Spiros Papadimitriou; Christos Faloutsos (ICDE, 2005)

Parameter-Free Spatial Data Mining Using MDL. - Spiros Papadimitriou; Aristides Gionis; Panayiotis Tsaparas; Risto A. Väisänen; Heikki Mannila; Christos Faloutsos (ICDM, 2005)

Dimension induced clustering. - Aristides Gionis; Alexander Hinneburg; Spiros Papadimitriou; Panayiotis Tsaparas (KDD, 2005)

BRAID: Stream Mining through Group Lag Correlations. - Yasushi Sakurai; Spiros Papadimitriou; Christos Faloutsos (SIGMOD Conference, 2005)

Medoid Queries in Large Spatial Databases. - Kyriakos Mouratidis; Dimitris Papadias; Spiros Papadimitriou (SSTD, 2005)

Streaming Pattern Discovery in Multiple Time-Series. - Spiros Papadimitriou; Jimeng Sun 001; Christos Faloutsos (VLDB, 2005)

Slide: Streaming and Load-Adaptive Periodicity Estimation. - Deepak S. Turaga; Michail Vlachos; Spiros Papadimitriou; Philip S. Yu (ICASSP (3), 2006)

Local Correlation Tracking in Time Series. - Spiros Papadimitriou; Jimeng Sun 001; Philip S. Yu (ICDM, 2006)

Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams. - Jimeng Sun 001; Spiros Papadimitriou; Philip S. Yu (ICDM, 2006)

Distributed Pattern Discovery in Multiple Streams. - Jimeng Sun 001; Spiros Papadimitriou; Christos Faloutsos (PAKDD, 2006)

RIVA: Indexing and Visualization of High-Dimensional Data Via Dimension Reorderings. - Michail Vlachos; Spiros Papadimitriou; Zografoula Vagena; Philip S. Yu (PKDD, 2006)

Optimal multi-scale patterns in time series streams. - Spiros Papadimitriou; Philip S. Yu (SIGMOD Conference, 2006)

Hiding in the Crowd: Privacy Preservation on Evolving Streams through Correlation Tracking. - Feifei Li 001; Jimeng Sun 001; Spiros Papadimitriou; George A. Mihaila; Ioana Stanoi (ICDE, 2007)

Computing Correlation Anomaly Scores Using Stochastic Nearest Neighbors. - Tsuyoshi Idé; Spiros Papadimitriou; Michail Vlachos (ICDM, 2007)

GraphScope: parameter-free mining of large time-evolving graphs. - Jimeng Sun 001; Christos Faloutsos; Spiros Papadimitriou; Philip S. Yu (KDD, 2007)

Time Series Compressibility and Privacy. - Spiros Papadimitriou; Feifei Li 001; George Kollios; Philip S. Yu (VLDB, 2007)

Dimensionality Reduction and Forecasting on Streams. - Spiros Papadimitriou; Jimeng Sun 001; Christos Faloutsos (Data Streams - Models and Algorithms, 2007)

Toward Predictive Failure Management for Distributed Stream Processing Systems. - Xiaohui Gu; Spiros Papadimitriou; Philip S. Yu; Shu-Ping Chang (ICDCS, 2008)

Online Failure Forecast for Fault-Tolerant Data Stream Processing. - Xiaohui Gu; Spiros Papadimitriou; Philip S. Yu; Shu-Ping Chang (ICDE, 2008)

DisCo: Distributed Co-clustering with Map-Reduce: A Case Study towards Petabyte-Scale End-to-End Mining. - Spiros Papadimitriou; Jimeng Sun 001 (ICDM, 2008)

Colibri: fast mining of large static and dynamic graphs. - Hanghang Tong; Spiros Papadimitriou; Jimeng Sun 001; Philip S. Yu; Christos Faloutsos (KDD, 2008)

Hierarchical, Parameter-Free Community Discovery. - Spiros Papadimitriou; Jimeng Sun 001; Christos Faloutsos; Philip S. Yu (ECML/PKDD (2), 2008)

Proximity Tracking on Time-Evolving Bipartite Graphs. - Hanghang Tong; Spiros Papadimitriou; Philip S. Yu; Christos Faloutsos (SDM, 2008)

Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs. - Hanghang Tong; Spiros Papadimitriou; Philip S. Yu; Christos Faloutsos (Stat. Anal. Data Min., 2008)

Incremental tensor analysis: Theory and applications. - Jimeng Sun 001; Dacheng Tao; Spiros Papadimitriou; Philip S. Yu; Christos Faloutsos (ACM Trans. Knowl. Discov. Data, 2008)

Tree-based partition querying: a methodology for computing medoids in large spatial datasets. - Kyriakos Mouratidis; Dimitris Papadias; Spiros Papadimitriou (VLDB J., 2008)

SmallBlue: Social Network Analysis for Expertise Search and Collective Intelligence. - Ching-Yung Lin; Nan Cao 001; Shixia Liu; Spiros Papadimitriou; Jimeng Sun 001; Xifeng Yan (ICDE, 2009)

MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis. - Jimeng Sun 001; Spiros Papadimitriou; Ching-Yung Lin; Nan Cao 001; Shixia Liu; Weihong Qian (SDM, 2009)

Anomaly Detection on Streams. - Spiros Papadimitriou (Encyclopedia of Database Systems, 2009)

Community Evolution and Change Point Detection in Time-Evolving Graphs. - Jimeng Sun 001; Spiros Papadimitriou; Philip S. Yu; Christos Faloutsos (Link Mining, 2010)

Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions. - Hanghang Tong; Spiros Papadimitriou; Philip S. Yu; Christos Faloutsos (Link Mining, 2010)

BASSET: Scalable Gateway Finder in Large Graphs. - Hanghang Tong; Spiros Papadimitriou; Christos Faloutsos; Philip S. Yu; Tina Eliassi-Rad (PAKDD (2), 2010)

HCDF: A Hybrid Community Discovery Framework. - Keith Henderson; Tina Eliassi-Rad; Spiros Papadimitriou; Christos Faloutsos (SDM, 2010)

Fast Discovery of Group Lag Correlations in Streams. - Yasushi Sakurai; Christos Faloutsos; Spiros Papadimitriou (ACM Trans. Knowl. Discov. Data, 2010)

A case for micro-cellstores: energy-efficient data management on recycled smartphones. - Stavros Harizopoulos; Spiros Papadimitriou (DaMoN, 2011)

Centralities in Large Networks: Algorithms and Observations. - U Kang; Spiros Papadimitriou; Jimeng Sun 001; Hanghang Tong (SDM, 2011)

Outlier detection by example. - Cui Zhu; Hiroyuki Kitagawa; Spiros Papadimitriou; Christos Faloutsos (J. Intell. Inf. Syst., 2011)

Gateway finder in large graphs: problem definitions and fast solutions. - Hanghang Tong; Spiros Papadimitriou; Christos Faloutsos; Philip S. Yu; Tina Eliassi-Rad (Inf. Retr., 2012)

Dimensionality Reduction and Filtering on Time Series Sensor Streams. - Spiros Papadimitriou; Jimeng Sun 001; Christos Faloutsos; Philip S. Yu (Managing and Mining Sensor Data, 2013)

TSum: fast, principled table summarization. - Jieying Chen; Jia-Yu Pan; Christos Faloutsos; Spiros Papadimitriou (AdKDD@KDD, 2013)

Mining data from mobile devices: a survey of smart sensing and analytics. - Spiros Papadimitriou; Tina Eliassi-Rad (KDD, 2013)

Com2: Fast Automatic Discovery of Temporal ('Comet') Communities. - Miguel Araujo; Spiros Papadimitriou; Stephan Günnemann; Christos Faloutsos; Prithwish Basu; Ananthram Swami; Evangelos E. Papalexakis; Danai Koutra (PAKDD (2), 2014)

Towards laws of the 3d-printable design web. - Spiros Papadimitriou; Evangelos E. Papalexakis (WebSci, 2014)

Real Estate Ranking via Mixed Land-use Latent Models. - Yanjie Fu; Guannan Liu; Spiros Papadimitriou; Hui Xiong 001; Yong Ge; Hengshu Zhu; Chen Zhu 003 (KDD, 2015)

Mining Mobility Data. - Spiros Papadimitriou; Tina Eliassi-Rad (WWW (Companion Volume), 2015)

Remix in 3D Printing: What your Sources say About You. - Spiros E. Papadimitriou; Evangelos E. Papalexakis; Bin Liu 045; Hui Xiong 001 (WWW (Companion Volume), 2015)

A General Geographical Probabilistic Factor Model for Point of Interest Recommendation. - Bin Liu 045; Hui Xiong 001; Spiros Papadimitriou; Yanjie Fu; Zijun Yao 001 (IEEE Trans. Knowl. Data Eng., 2015)

Fast Best-Effort Search on Graphs with Multiple Attributes. - Senjuti Basu Roy; Tina Eliassi-Rad; Spiros Papadimitriou (IEEE Trans. Knowl. Data Eng., 2015)

Adaptive, Automatic Stream Mining. - Spiros Papadimitriou; Anthony Brockwell; Christos Faloutsos (Data Stream Management, 2016)

Fused latent models for assessing product return propensity in online commerce. - Yanjie Fu; Guannan Liu; Spiros Papadimitriou; Hui Xiong 001; Xiaolin Li; Guoqing Chen (Decis. Support Syst., 2016)

Discovery of "comet" communities in temporal and labeled graphs Com^2. - Miguel Araujo; Stephan Günnemann; Spiros Papadimitriou; Christos Faloutsos; Prithwish Basu; Ananthram Swami; Evangelos E. Papalexakis; Danai Koutra (Knowl. Inf. Syst., 2016)

A Proactive Workflow Model for Healthcare Operation and Management. - Chuanren Liu; Hui Xiong 001; Spiros Papadimitriou; Yong Ge; Keli Xiao (IEEE Trans. Knowl. Data Eng., 2017)

Anomaly Detection on Streams. - Spiros Papadimitriou (Encyclopedia of Database Systems (2nd ed.), 2018)