Preprint Tensor Decomposition for Signal Processing and Machine Learning 2016 Sidiropoulos ND, De Lathauwer L, Fu X, Huang K, Papalexakis EE, Faloutsos C
Journal Article Tensors for data mining and data fusion: Models, applications, and scalable algorithms 2016 • ACM Transactions on Intelligent Systems and Technology • 8(2): Papalexakis EE, Faloutsos C, Sidiropoulos ND
Conference Tribeflow: Mining & predicting user trajectories 2016 • 25th International World Wide Web Conference, WWW 2016 • 695-706 Figueiredo F, Ribeiro B, Almeida J, Faloutsos C
Journal Article Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and applications 2016 • Statistical Analysis and Data Mining • 9(4):269-290 Papalexakis EE, Mitchell TM, Sidiropoulos ND, Faloutsos C, Talukdar PP, Murphy B
Journal Article Uncovering and Predicting Human Behaviors 2016 • IEEE Intelligent Systems • 31(2):77-88 Cui P, Liu H, Aggarwal C, Wang F, Cao L, Yu PS, Beutel A, Faloutsos C, Weike P, Qiang Y
Journal Article Unsupervised tensor mining for big data practitioners 2016 • Big Data • 4(3):179-191 Papalexakis EE, Faloutsos C
Conference Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites 2016 91-100 Costa AF, Traina AJM, Traina C, Faloutsos C
Conference Vote-And-comment: Modeling the coevolution of user interactions in social voting web sites 2016 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 0:91-100 Costa AF, Traina AJM, Traina C, Faloutsos C
Conference ZooBP: Belief propagation for heterogeneous networks 2016 • Proceedings of the VLDB Endowment • 10(5):625-636 Eswaran D, Gunnemann S, Faloutsos C, Makhija D, Kumar M
Journal Article An analysis on information diffusion through <i>BlogCast</i> in a blogosphere 2015 • Information Sciences • 290:45-62 Ha J, Kim S-W, Kim S-W, Faloutsos C, Park S
Journal Article Anomaly detection in dynamic networks: A survey 2015 • WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS • 7(3):223-247 Ranshous S, Shen S, Koutra D, Harenberg S, Faloutsos C, Samatova NF
Preprint BIRDNEST: Bayesian Inference for Ratings-Fraud Detection 2015 Hooi B, Shah N, Beutel A, Gunnemann S, Akoglu L, Kumar M, Makhija D, Faloutsos C
Preprint EdgeCentric: Anomaly Detection in Edge-Attributed Networks 2015 Shah N, Beutel A, Hooi B, Akoglu L, Gunnemann S, Makhija D, Kumar M, Faloutsos C
Conference Education, Learning and Information Theory 2015 • 2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOP (ICDMW) • 269-272 Hooi B, Song HA, Papalexakis E, Agrawal R, Faloutsos C
Journal Article Estimating robustness in large social graphs 2015 • Knowledge and Information Systems • 45(3):645-678 Malliaros FD, Megalooikonomou V, Faloutsos C
Conference Extracting taxonomies from bipartite graphs 2015 • WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web • 51-52 Kötter T, Günnemann S, Berthold MR, Faloutsos C
Conference Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors 2015 • 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) • 2015-August:5441-5445 Papalexakis EE, Faloutsos C
Conference Fraud Detection through Graph-Based User Behavior Modeling 2015 • Proceedings of the ACM Conference on Computer and Communications Security • 1696-1697 Beutel A, Akoglu L, Faloutsos C
Preprint GMine: A System for Scalable, Interactive Graph Visualization and Mining 2015 Rodrigues J, Tong H, Traina A, Faloutsos C, Leskovec J
Conference Graph-Based User Behavior Modeling: From Prediction to Fraud Detection 2015 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 2309-2310 Beutel A, Akoglu L, Faloutsos C
Conference HaTen2: Billion-scale tensor decompositions 2015 • Proceedings - International Conference on Data Engineering • 2015-May:1047-1058 Jeon I, Papalexakis EE, Kang U, Faloutsos C
Conference If walls could talk: Patterns and anomalies in Facebook wallposts 2015 • Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015 • 367-374 Devineni P, Koutra D, Faloutsos M, Faloutsos C
Preprint Large Graph Analysis in the GMine System 2015 Rodrigues JF, Tong H, Pan J-Y, Traina AJM, Traina C, Faloutsos C
Chapter Linearized and Single-Pass Belief Propagation 2015 • Proceedings of the VLDB Endowment • 8(5):581-592 Gatterbauer W, Guennemann S, Koutra D, Faloutsos C
Conference Location based Social Network analysis using Tensors and Signal Processing tools 2015 • 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015 • 93-96 Papalexakis EE, Pelechrinis K, Faloutsos C
