Conference CoreScope: Graph mining using k-core analysis-patterns, anomalies and algorithms 2016 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 0:469-478 Shin K, Eliassi-Rad T, Faloutsos C
Journal Article DELTACON: Principled Massive-Graph Similarity Function with Attribution 2016 • ACM Transactions on Knowledge Discovery from Data • 10(3): Koutra D, Shah N, Vogelstein JT, Gallagher B, Faloutsos C
Journal Article Discovery of “comet” communities in temporal and labeled graphs Com (Formula presented.) 2016 • Knowledge and Information Systems • 46(3):657-677 Araujo M, Günnemann S, Papadimitriou S, Faloutsos C, Basu P, Swami A, Papalexakis EE, Koutra D
Conference Edge Weight Prediction in Weighted Signed Networks 2016 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 221-230 Kumar S, Spezzano F, Subrahmanian VS, Faloutsos C
Conference Edge Weight Prediction in Weighted Signed Networks 2016 221-230 Kumar S, Spezzano F, Subrahmanian VS, Faloutsos C
Conference EdgeCentric: Anomaly Detection in Edge-Attributed Networks 2016 • Proceedings ... ICDM workshops IEEE International Conference on Data Mining • 0:327-334 Shah N, Beutel A, Hooi B, Akoglu L, Gunnemann S, Makhija D, Kumar M, Faloutsos C
Conference Education, Learning and Information Theory 2016 • Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015 • 269-272 Hooi B, Song HA, Papalexakis E, Agrawal R, Faloutsos C
Conference Efficient and distributed algorithms for large-scale generalized canonical correlations analysis 2016 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 0:871-876 Fu X, Huang K, Papalexakis EE, Song HA, Talukdar PP, Sidiropoulos ND, Faloutsos C, Mitchell T
Conference Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis 2016 871-876 Fu X, Huang K, Papalexakis EE, Song H-A, Talukdar PP, Sidiropoulos ND, Faloutsos C, Mitchells T
Journal Article Eigen-optimization on large graphs by edge manipulation 2016 • ACM Transactions on Knowledge Discovery from Data • 10(4): Chen C, Tong H, Prakash BA, Eliassi-Rad T, Faloutsos M, Faloutsos C
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 LNAI: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
