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
Journal Article MASSEXODUS: modeling evolving networks in harsh environments 2015 • Data mining and knowledge discovery • 29(5):1211-1232 Navlakha S, Faloutsos C, Bar-Joseph Z
Conference Mining and forecasting of big time-series data 2015 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 2015-May:919-922 Sakurai Y, Matsubara Y, Faloutsos C
Conference Modeling website popularity competition in the attention-activity marketplace 2015 • WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining • 389-398 Ribeiro B, Faloutsos C
Conference ND-SYNC: Detecting Synchronized Fraud Activities 2015 • Lecture Notes in Computer Science • 9078:201-214 Giatsoglou M, Chatzakou D, Shah N, Beutel A, Faloutsos C, Vakali A
Conference Omni-prop: Seamless node classification on arbitrary label correlation 2015 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 4:3122-3128 Yamaguchi Y, Faloutsos C, Kitagawa H
Journal Article ParCube: Sparse parallelizable CANDECOMP-PARAFAC tensor decomposition 2015 • ACM Transactions on Knowledge Discovery from Data • 10(1): Papalexakis EE, Faloutsos C, Sidiropoulos ND
Conference Patterns in interactive tagging networks 2015 • Proceedings of the 9th International Conference on Web and Social Media, ICWSM 2015 • 513-522 Yamaguchi Y, Yoshida M, Faloutsos C, Kitagawa H
Chapter Perseus: An interactive large-scale graph mining and visualization tool 2015 • Proceedings of the VLDB Endowment • 8(12):1924-1927 Koutra D, Jin D, Ning Y, Faloutsos C
Conference Principled neuro-functional connectivity discovery 2015 • SIAM International Conference on Data Mining 2015, SDM 2015 • 631-639 Huang K, Faloutsos C, Sidiropoulos ND, Talukdar PP, Papalexakis EE, Mitchell TM
Conference Retweeting Activity on Twitter: Signs of Deception 2015 • Lecture Notes in Computer Science • 9077:122-134 Giatsoglou M, Chatzakou D, Shah N, Faloutsos C, Vakali A
Conference RSC: Mining and modeling temporal activity in social media 2015 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 2015-August:269-278 Costa AF, Yamaguchi Y, Traina AJM, Traina C, Faloutsos C
Conference Scalable community discovery from multi-faceted graphs 2015 • Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015 • 1053-1062 Metwally A, Pan JY, Doan M, Faloutsos C
Conference SocNL: Bayesian label propagation with confidence 2015 • Lecture Notes in Computer Science • 9077:633-645 Yamaguchi Y, Faloutsos C, Kitagawa H
Journal Article Summarizing and understanding large graphs 2015 • Statistical Analysis and Data Mining • 8(3):183-202 Koutra D, Kang U, Vreeken J, Faloutsos C
Conference The Web as a jungle: Non-linear dynamical systems for co-evolving online activities 2015 • WWW 2015 - Proceedings of the 24th International Conference on World Wide Web • 721-731 Matsubara Y, Sakurai Y, Faloutsos C