Conference GRIDWATCH: Sensor Placement and Anomaly Detection in the Electrical Grid 2019 • Lecture Notes in Computer Science • 11051:71-86 Hooi B, Eswaran D, Song HA, Pandey A, Jereminov M, Pileggi L, Faloutsos C
Conference Impact of Load Models on Power Flow Optimization 2019 • IEEE Power and Energy Society General Meeting • 2019-August: Jereminov M, Hooi B, Pandey A, Song HA, Faloutsos C, Pileggi L
Preprint Impact of Load Models on Power Flow Optimization 2019 Jereminov M, Hooi B, Pandey A, Song H-A, Faloutsos C, Pileggi L
Conference Intervention-aware early warning 2019 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 2019-November:1030-1035 Eswaran D, Faloutsos C, Mishra N, Naamad Y
Preprint MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams 2019 Bhatia S, Hooi B, Yoon M, Shin K, Faloutsos C
Conference ONE-M: Modeling the co-evolution of opinions and network connections 2019 • Lecture Notes in Computer Science • 11052 LNAI:122-140 Nigam A, Shin K, Bahulkar A, Hooi B, Hachen D, Szymanski BK, Faloutsos C, Chawla NV
Conference SMF: Drift-aware matrix factorization with seasonal patterns 2019 • SIAM International Conference on Data Mining, SDM 2019 • 621-629 Hooi B, Shin K, Liu S, Faloutsos C
Conference Social-Affiliation Networks: Patterns and the SOAR Model 2019 • Lecture Notes in Computer Science • 11052:105-121 Eswaran D, Rabbany R, Dubrawski AW, Faloutsos C
Journal Article TensorCast: forecasting and mining with coupled tensors 2019 • Knowledge and Information Systems • 59(3):497-522 Araujo M, Ribeiro P, Song HA, Faloutsos C
Conference Think Before You Discard: Accurate Triangle Counting in Graph Streams with Deletions 2019 • Lecture Notes in Computer Science • 11052:141-157 Shin K, Kim J, Hooi B, Faloutsos C
Journal Article WebHound: a data-driven intrusion detection from real-world web access logs 2019 • Soft Computing • 23(22):11947-11965 Wei TE, Lee HM, Jeng AB, Lamba H, Faloutsos C
Conference Ares: Automatic Disaggregation of Historical Data 2018 • Proceedings - International Conference on Data Engineering • 65-76 Yang F, Song HA, Liu Z, Faloutsos C, Zadorozhny V, Sidiropoulos N
Conference CHANGEDAR: Online Localized Change Detection for Sensor Data on a Graph 2018 • International Conference on Information and Knowledge Management, Proceedings • 507-516 Hooi B, Akoglu L, Eswaran D, Pandey A, Jereminov M, Pileggi L, Faloutsos C
Preprint CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams 2018 Shin K, Lee E, Oh J, Hammoud M, Faloutsos C
Preprint Detecting Group Anomalies in Tera-Scale Multi-Aspect Data via Dense-Subtensor Mining 2018 Shin K, Hooi B, Kim J, Faloutsos C
Preprint Did We Get It Right? Predicting Query Performance in E-commerce Search 2018 Kumar R, Kumar M, Shah N, Faloutsos C
Conference Did we get it right? Predicting query performance in e-commerce search 2018 • CEUR Workshop Proceedings • 2319: Kumar R, Kumar M, Shah N, Faloutsos C
Conference Disk-based Matrix Completion for Memory Limited Devices 2018 • International Conference on Information and Knowledge Management, Proceedings • 1093-1102 Lee D, Oh J, Faloutsos C, Kim B, Yu H
Journal Article Fast, accurate, and flexible algorithms for dense subtensor mining 2018 • ACM Transactions on Knowledge Discovery from Data • 12(3): Shin K, Hooi B, Faloutsos C
Conference Forecasting big time series: Old and new 2018 • Proceedings of the VLDB Endowment • 11(12):2102-2105 Faloutsos C, Gasthaus J, Januschowski T, Wang Y
Chapter Fraud Detection Using Social Network Analysis: A Case Study 2018 856-861 Chau DH, Faloutsos C
Conference HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data 2018 • Proceedings of the VLDB Endowment • 11(11):1496-1508 Almutairi FM, Yang F, Song HA, Faloutsos C, Sidiropoulos N, Zadorozhny V
Book Individual and Collective Graph Mining, Principles, Algorithms, and Applications 2018 • Synthesis Lectures on Data Mining and Knowledge Discovery Koutra D, Faloutsos C
Preprint LinkNBed: Multi-Graph Representation Learning with Entity Linkage 2018 Trivedi R, Sisman B, Ma J, Faloutsos C, Zha H, Dong XL
Conference Linknbed: Multi-graph representation learning with entity linkage 2018 • ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers) • 1:252-262 Trivedi R, Faloutsos C, Sisman B, Zha H, Ma J, Dong XL
