Conference FastStep: Scalable boolean matrix decomposition 2016 • Lecture Notes in Computer Science • 9651:461-473 Araujo M, Ribeiro P, Faloutsos C
Conference FRAUDAR: Bounding Graph Fraud in the Face of Camouflage 2016 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 895-904 Hooi B, Song HA, Beutel A, Shah N, Shin K, Faloutsos C
Journal Article HeartCast: Predicting acute hypotensive episodes in intensive care units 2016 • Statistical Methodology • 33:1-13 Kim S-H, Li L, Faloutsos C, Yang H-J, Lee S-W
Conference Infect-me-not: A user-centric and site-centric study of web-based malware 2016 • 2016 IFIP Networking Conference (IFIP Networking) and Workshops, IFIP Networking 2016 • 234-242 Hang H, Bashir A, Faloutsos M, Faloutsos C, Dumitras T
Journal Article Inferring lockstep behavior from connectivity pattern in large graphs 2016 • Knowledge and Information Systems • 48(2):399-428 Jiang M, Cui P, Beutel A, Faloutsos C, Yang S
Conference M-Zoom: Fast dense-block detection in tensors with quality guarantees 2016 • Lecture Notes in Computer Science • 9851 LNAI:264-280 Shin K, Hooi B, Faloutsos C
Preprint M3A: Model, MetaModel, and Anomaly Detection in Web Searches 2016 Juan D-C, Shah N, Tang M, Qian Z, Marculescu D, Faloutsos C
Conference Matrices, Compression, Learning Curves: Formulation, and the GROUPNTEACH Algorithms 2016 • Lecture Notes in Computer Science • 9652:376-387 Hooi B, Song HA, Papalexakis E, Agrawal R, Faloutsos C
Conference Mining Big Time-series Data on the Web 2016 • WWW 2016 Companion - Proceedings of the 25th International Conference on World Wide Web • 1029-1032 Sakurai Y, Matsubara Y, Faloutsos C
Journal Article Mining billion-scale tensors: algorithms and discoveries 2016 • The VLDB journal • 25(4):519-544 Jeon I, Papalexakis EE, Faloutsos C, Sael L, Kang U
Conference Mining online music listening trajectories 2016 • Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016 • 688-694 Figueiredo F, Ribeiro B, Faloutsos C, Andrade N, Almeida JM
Journal Article Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning 2016 • ACM Transactions on Knowledge Discovery from Data • 10(3): Guo Z, Zhang ZM, Xing EP, Faloutsos C
Conference NimbleCore: A space-efficient external memory algorithm for estimating core numbers 2016 • Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016 • 207-214 Govindan P, Soundarajan S, Eliassi-Rad T, Faloutsos C
Conference Node Immunization on Large Graphs: Theory and Algorithms 2016 • IEEE Transactions on Knowledge and Data Engineering • 28(1):113-126 Chen C, Tong H, Prakash BA, Tsourakakis CE, Eliassi-Rad T, Faloutsos C, Chau DH
Conference Non-Linear mining of competing local activities 2016 • 25th International World Wide Web Conference, WWW 2016 • 737-747 Matsubara Y, Sakurai Y, Faloutsos C
Conference On skewed multi-dimensional distributions: The FusionRP model, algorithms, and discoveries 2016 • 16th SIAM International Conference on Data Mining 2016, SDM 2016 • 783-791 Pillutla VK, Fang Z, Devineni P, Faloutsos C, Koutra D, Tang J
Journal Article Parameter pattern discovery in nonlinear dynamic model for EEGs analysis 2016 • Journal of Integrative Neuroscience • 15(3):381-402 Kirn SH, Faloutsos C, Yang HJ, Lee SW
Journal Article Parameter pattern discovery in nonlinear dynamic model for EEGs analysis 2016 • Journal of Integrative Neuroscience • 15(3):381-402 Kim SH, Faloutsos C, Yang HJ, Lee SW
Journal Article Parameter pattern discovery in nonlinear dynamic model for EEGs analysis 2016 • Journal of Integrative Neuroscience • 1-22 Kim SH, Faloutsos C, Yang HJ, Lee SW
Conference PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information 2016 • International Conference on Information and Knowledge Management, Proceedings • 629-638 Jang M-H, Faloutsos C, Kim S-W, Kang U, Ha J
Preprint PNP: Fast Path Ensemble Method for Movie Design 2016 Koutra D, Dighe A, Bhagat S, Weinsberg U, Ioannidis S, Faloutsos C, Bolot J
Journal Article Power-hop: A pervasive observation for real complex networks 2016 • PLoS ONE • 11(3): Papalexakis E, Hooi B, Pelechrinis K, Faloutsos C
Journal Article Spotting Suspicious Behaviors in Multimodal Data: A General Metric and Algorithms 2016 • IEEE Transactions on Knowledge and Data Engineering • 28(8):2187-2200 Jiang M, Beutel A, Cui P, Hooi B, Yang S, Faloutsos C
Journal Article Suspicious Behavior Detection: Current Trends and Future Directions 2016 • IEEE Intelligent Systems • 31(1):31-39 Jiang M, Cui P, Faloutsos C