Journal Article Fraud detection in comparison-shopping services: Patterns and anomalies in user click behaviors 2017 • IEICE Transactions on Information and Systems • E100D(10):2659-2663 Lee SC, Faloutsos C, Chae DK, Kim SW
Conference GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series 2017 • Proceedings ... ICDM workshops IEEE International Conference on Data Mining • 494-501 Song HA, Yang F, Liu Z, van Panhuis W, Sidiropoulos N, Faloutsos C, Zadorozhny V
Journal Article Graph-Based Fraud Detection in the Face of Camouflage 2017 • ACM Transactions on Knowledge Discovery from Data • 11(4): Hooi B, Shin K, Song HA, Beutel A, Shah N, Faloutsos C
Conference H-FUSE: Efficient fusion of aggregated historical data 2017 • Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017 • 786-794 Liu Z, Song HA, Zadorozhny V, Faloutsos C, Sidiropoulos N
Conference HoloScope: Topology-and-spike aware fraud detection 2017 • International Conference on Information and Knowledge Management, Proceedings • Part F131841:1539-1548 Liu S, Hooi B, Faloutsos C
Journal Article Individual and Collective Graph Mining 2017 1-206 Koutra D, Faloutsos C, Han J, Getoor L, Wang W, Gehrke J
Conference Linear Load Model for Robust Power System Analysis 2017 • Proceedings of IEEE International Workshop on Variable Structure Systems Jereminov M, Pandey A, Song HA, Hooi B, Faloutsos C, Pileggi L
Conference Long short memory process: Modeling growth dynamics of microscopic social connectivity 2017 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • Part F129685:565-574 Zang C, Cui P, Faloutsos C, Zhu W
Journal Article LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from Any Detector 2017 Gupta N, Eswaran D, Shah N, Akoglu L, Faloutsos C
Conference M3A: Model, MetaModel, and Anomaly Detection for Inter-arrivals of Web Searches and Postings 2017 • 2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA) • 341-350 Juan D-C, Shah N, Tang M, Qian Z, Marculescu D, Faloutsos C
Journal Article Modeling temporal activity to detect anomalous behavior in social media 2017 • ACM Transactions on Knowledge Discovery from Data • 11(4): Costa AF, Yamaguchi Y, Traina AJM, Traina C, Faloutsos C
Conference Monitoring Manhattan's traffic at 5 intersections? 2017 • 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings • 1270-1274 Chen S, Yang Y, Faloutsos C, Kovačević J
Journal Article Nonlinear Dynamics of Information Diffusion in Social Networks 2017 • ACM Transactions on the Web • 11(2): Matsubara Y, Sakurai Y, Prakash BA, Li L, Faloutsos C
Conference On detecting frauds in comparison-shopping services 2017 • 26th International World Wide Web Conference 2017, WWW 2017 Companion • 811-812 Lee SC, Chae DK, Faloutsos C, Kim SW
Conference PNP: Fast Path Ensemble Method for Movie Design 2017 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1527-1536 Koutra D, Dighe A, Bhagat S, Weinsberg U, Ioannidis S, Faloutsos C, Bolot J
Conference PowerCast: Mining and Forecasting Power Grid Sequences 2017 • Lecture Notes in Computer Science • 10535:606-621 Song HA, Hooi B, Jereminov M, Pandey A, Pileggi L, Faloutsos C
Conference Quantifying structural patterns of information cascades 2017 • 26th International World Wide Web Conference 2017, WWW 2017 Companion • 867-868 Zang C, Cui P, Song C, Faloutsos C, Zhu W
Journal Article Robust Data-Driven State Estimation for Smart Grid 2017 • IEEE Transactions on Smart Grid • 8(4):1956-1967 Weng Y, Negi R, Faloutsos C, Ilic MD
Conference S-HOT: Scalable High-Order Tucker Decomposition 2017 • WSDM'17: PROCEEDINGS OF THE TENTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING • 761-770 Oh J, Shin K, Papalexakis EE, Faloutsos C, Yu H
Conference Skew-resistant graph partitioning 2017 • Proceedings - International Conference on Data Engineering • 151-154 Zheng A, Labrinidis A, Faloutsos C
Conference Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed, Weighted Graphs 2017 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 877-882 Goebl S, Kumar S, Faloutsos C
Preprint Structural patterns of information cascades and their implications for dynamics and semantics 2017 Zang C, Cui P, Song C, Faloutsos C, Zhu W
Journal Article Tensor Decomposition for Signal Processing and Machine Learning 2017 • IEEE Transactions on Signal Processing • 65(13):3551-3582 Sidiropoulos ND, De Lathauwer L, Fu X, Huang K, Papalexakis EE, Faloutsos C
Conference Tensorcast: Forecasting with context using coupled tensors (best paper award) 2017 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 2017-November:71-80 Araujo MRD, Ribeiro PMP, Faloutsos C