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
Conference DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams 2017 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1057-1066 Shin K, Hooi B, Kim J, Faloutsos C
Preprint DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams 2017 Shin K, Hooi B, Kim J, Faloutsos C
Preprint EagleMine: Vision-Guided Mining in Large Graphs 2017 Feng W, Liu S, Faloutsos C, Hooi B, Shen H, Cheng X
Journal Article Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities 2017 • World Wide Web • 20(3):439-465 Matsubara Y, Sakurai Y, Faloutsos C
Conference EyeQual: Accurate, Explainable, Retinal Image Quality Assessment 2017 • 2017 16TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA) • 323-330 Costa P, Campilho A, Hooi B, Smailagic A, Kitani K, Liu S, Faloutsos C, Galdran A
Journal Article Facebook wall posts: a model of user behaviors 2017 • Social Network Analysis and Mining • 7(1): Devineni P, Koutra D, Faloutsos M, Faloutsos C
Preprint FairJudge: Trustworthy User Prediction in Rating Platforms 2017 Kumar S, Hooi B, Makhija D, Kumar M, Faloutsos C, Subrahamanian VS
Journal Article Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm 2017 Chen S, Niu S, Akoglu L, Kovačević J, Faloutsos C
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 • 2017-November:494-501 Song HA, Yang F, Liu Z, Panhuis WV, 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 • Part F129685:1527-1536 Koutra D, Dighe A, Bhagat S, Weinsberg U, Ioannidis S, Faloutsos C, Bolot J
