Conference TimeCrunch: Interpretable Dynamic Graph Summarization 2015 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1055-1064 Shah N, Koutra D, Zou T, Gallagher B, Faloutsos C
Conference Translation invariant word embeddings 2015 • Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing • 1084-1088 Gardner M, Huang K, Papalexakis E, Fu X, Talukdar P, Faloutsos C, Sidiropoulos N, Mitchell T
Preprint TribeFlow: Mining & Predicting User Trajectories 2015 Figueiredo F, Ribeiro B, Almeida J, Faloutsos C
Journal Article Universal and distinct properties of communication dynamics: How to generate realistic inter-event times 2015 • ACM Transactions on Knowledge Discovery from Data • 9(3): Vaz De Melo POS, Faloutsos C, Assunçaõ R, Alves R, Loureiro AAF
Conference Why do you follow him? multilinear analysis on twitter 2015 • WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web • 137-138 Yamaguchi Y, Yoshida M, Faloutsos C, Kitagawa H
Conference A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP) 2014 • Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference) • 1-5 Sidiropoulos ND, Papalexakis EE, Faloutsos C
Journal Article Accurate Approximation of the Earth Mover's Distance in Linear Time 2014 • Journal of Computer Science and Technology • 29(1):142-154 Jang M-H, Kim S-W, Faloutsos C, Park S
Conference AutoPlait: Automatic mining of co-evolving time sequences 2014 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 193-204 Matsubara Y, Sakurai Y, Faloutsos C
Conference Beyond blocks: Hyperbolic community detection 2014 • Lecture Notes in Computer Science • 8724 LNAI(PART 1):50-65 Araujo M, Günnemann S, Mateos G, Faloutsos C
Conference Beyond poisson: Modeling inter-arrival time of requests in a datacenter 2014 • Lecture Notes in Computer Science • 8444 LNAI(PART 2):198-209 Juan DC, Li L, Peng HK, Marculescu D, Faloutsos C
Conference CatchSync: Catching synchronized behavior in large directed graphs 2014 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 941-950 Jiang M, Cui P, Beutel A, Faloutsos C, Yang S
Conference CoBaFi - Collaborative Bayesian Filtering 2014 • WWW'14: PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON WORLD WIDE WEB • 97-107 Beutel A, Murray K, Faloutsos C, Smola AJ
Conference Com2: Fast automatic discovery of temporal ('comet') communities 2014 • Lecture Notes in Computer Science • 8444 LNAI(PART 2):271-283 Araujo M, Papadimitriou S, Günnemann S, Faloutsos C, Basu P, Swami A, Papalexakis EE, Koutra D
Conference Data-Driven Topology Estimation 2014 • 2014 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM) • 560-565 Weng Y, Faloutsos C, Ilic MD
Conference Detecting anomalies in dynamic rating data: A robust probabilistic model for rating evolution 2014 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 841-850 Günnemann S, Günnemann N, Faloutsos C
Conference Detecting suspicious following behavior in multimillion-node social networks 2014 • WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web • 305-306 Jiang M, Cui P, Beutel A, Faloutsos C, Yang S
Journal Article Efficiently spotting the starting points of an epidemic in a large graph 2014 • Knowledge and Information Systems • 38(1):35-59 Prakash BA, Vreeken J, Faloutsos C
Conference Fault-tolerant concept detection in information networks 2014 • Lecture Notes in Computer Science • 8443 LNAI(PART 1):410-421 Kötter T, Günnemann S, Berthold MR, Faloutsos C
Conference FlexiFaCT: Scalable flexible factorization of coupled tensors on Hadoop 2014 • SIAM International Conference on Data Mining 2014, SDM 2014 • 1:109-117 Beutel A, Kumar A, Papalexakis EE, Talukdar PP, Faloutsos C, Xing EP
Chapter Fraud Detection Using Social Network Analysis, a Case Study 2014 547-552 Chau DH, Faloutsos C
Conference FUNNEL: Automatic mining of spatially coevolving epidemics 2014 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 105-114 Matsubara Y, Sakurai Y, Van Panhuis WG, Faloutsos C
Journal Article GOOD-ENOUGH BRAIN MODEL: <i>Challenges</i>, <i>Algorithms</i>, <i>and Discoveries in Multisubject Experiments</i> 2014 • Big Data • 2(4):216-229 Papalexakis EE, Fyshe A, Sidiropoulos ND, Talukdar PP, Mitchell TM, Faloutsos C
Conference Good-Enough Brain Model: Challenges, Algorithms and Discoveries in Multi-Subject Experiments 2014 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 95-104 Papalexakis EE, Fyshe A, Sidiropoulos ND, Talukdar PP, Mitchell TM, Faloutsos C
Journal Article HEigen: Spectral Analysis for Billion-Scale Graphs 2014 • IEEE Transactions on Knowledge and Data Engineering • 26(2):350-362 Kang U, Meeder B, Papalexakis EE, Faloutsos C
Conference Inferring strange behavior from connectivity pattern in social networks 2014 • Lecture Notes in Computer Science • 8443 LNAI(PART 1):126-138 Jiang M, Cui P, Beutel A, Faloutsos C, Yang S