Preprint Did We Get It Right? Predicting Query Performance in E-commerce Search 2018 Kumar R, Kumar M, Shah N, Faloutsos C
Conference Disk-based Matrix Completion for Memory Limited Devices 2018 • CIKM'18: PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT • 1093-1102 Lee D, Oh J, Faloutsos C, Kim B, Yu H
Journal Article Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining 2018 • ACM Transactions on Knowledge Discovery from Data • 12(3): Shin K, Hooi B, Faloutsos C
Conference Forecasting big time series 2018 • Proceedings of the VLDB Endowment • 11(12):2102-2105 Faloutsos C, Gasthaus J, Januschowski T, Wang Y
Chapter Fraud Detection Using Social Network Analysis: A Case Study 2018 856-861 Chau DH, Faloutsos C
Conference HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data 2018 • Proceedings of the VLDB Endowment • 11(11):1496-1508 Almutairi FM, Yang F, Song HA, Faloutsos C, Sidiropoulos N, Zadorozhny V
Book Individual and Collective Graph Mining, Principles, Algorithms, and Applications 2018 • Synthesis Lectures on Data Mining and Knowledge Discovery Koutra D, Faloutsos C
Conference LinkNBed: Multi-Graph Representation Learning with Entity Linkage 2018 252-262 Trivedi R, Sisman B, Dong XL, Faloutsos C, Ma J, Zha H
Preprint LinkNBed: Multi-Graph Representation Learning with Entity Linkage 2018 Trivedi R, Sisman B, Ma J, Faloutsos C, Zha H, Dong XL
Journal Article Modeling tumor progression via the comparison of stage-specific graphs 2018 • Methods • 132:34-41 Wong SWH, Pastrello C, Kotlyar M, Faloutsos C, Jurisica I
Journal Article Patterns and anomalies in k-cores of real-world graphs with applications 2018 • Knowledge and Information Systems • 54(3):677-710 Shin K, Eliassi-Rad T, Faloutsos C
Conference REV2: Fraudulent User Prediction in Rating Platforms 2018 • WSDM'18: PROCEEDINGS OF THE ELEVENTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING • 333-341 Kumar S, Hooi B, Makhija D, Kumar M, Faloutsos C, Subrahmanian VS
Conference SDREGION 2018 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 867-875 Wong SWH, Pastrello C, Kotlyar M, Faloutsos C, Jurisica I
Conference SedanSpot: Detecting Anomalies in Edge Streams 2018 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 953-958 Eswaran D, Faloutsos C
Conference SPOTLIGHT: Detecting Anomalies in Streaming Graphs 2018 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1378-1386 Eswaran D, Faloutsos C, Guha S, Mishra N
Conference StreamCast: Fast and online mining of power grid time sequences 2018 • SIAM International Conference on Data Mining Sdm 2018 • 531-539 Hooi B, Song HA, Pandey A, Jereminov M, Pileggi L, Faloutsos C
Conference TensorCast: Forecasting Time-Evolving Networks with Contextual Information 2018 • IJCAI International Joint Conference on Artificial Intelligence • 5199-5203 Araújo M, Ribeiro P, Faloutsos C
Conference Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams 2018 • Lecture Notes in Computer Science • 10939:651-663 Shin K, Hammoud M, Lee E, Oh J, Faloutsos C
Conference BEATLEX: Summarizing and Forecasting Time Series with Patterns 2017 • Lecture Notes in Computer Science • 10535:3-19 Hooi B, Liu S, Smailagic A, Faloutsos C
Chapter Beyond Assortativity: Proclivity Index for Attributed Networks (PRONE) 2017 • Lecture Notes in Computer Science • 10234:225-237 Rabbany R, Eswaran D, Dubrawski AW, Faloutsos C
Conference BRAINZOOM: High resolution reconstruction from multi-modal brain signals 2017 • Proceedings of the 17th SIAM International Conference on Data Mining Sdm 2017 • 216-223 Fu X, Huang K, Stretcu O, Song HA, Papalexakis E, Talukdar P, Mitchell T, Sidiropoulos N, Faloutsos C, Poczos B
Journal Article COMENGO: A Dynamic Model for Social Group Evolution 2017 • ACM Transactions on Knowledge Discovery from Data • 11(4): Zhang T, Cui P, Faloutsos C, Lu Y, Ye H, Zhu W, Yang S
Conference D-Cube: Dense-Block Detection in Terabyte-Scale Tensors 2017 • WSDM'17: PROCEEDINGS OF THE TENTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING • 681-689 Shin K, Hooi B, Kim J, Faloutsos C
Journal Article DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data 2017 • Journal of Information Science and Engineering • 33(2):517-536 Kim S-H, Li L, Faloutsos C, Yang H-J, Lee S-W
