Conference Beyond outlier detection: LookOut for pictorial explanation 2019 • Lecture Notes in Computer Science • 11051 LNAI:122-138 Gupta N, Eswaran D, Shah N, Akoglu L, Faloutsos C
Conference Beyond outliers and on to micro-clusters: Vision-guided anomaly detection 2019 • Lecture Notes in Computer Science • 11439 LNAI:541-554 Feng W, Liu S, Faloutsos C, Hooi B, Shen H, Cheng X
Conference Branch and border: Partition-based change detection in multivariate time series 2019 • SIAM International Conference on Data Mining, SDM 2019 • 504-512 Hooi B, Faloutsos C
Conference Classical and contemporary approaches to big time series forecasting 2019 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 2042-2047 Faloutsos C, Januschowski T, Gasthaus J, Wang Y
Journal Article Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data 2019 • IEEE Transactions on Knowledge and Data Engineering • 31(12):2304-2318 Fu X, Huang K, Papalexakis EE, Song HA, Talukdar P, Sidiropoulos ND, Faloutsos C, Mitchell T
Conference Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks 2019 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 596-606 Park N, Kan A, Dong XL, Zhao T, Faloutsos C
Preprint Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks 2019 Park N, Kan A, Dong XL, Zhao T, Faloutsos C
Conference Fast and accurate anomaly detection in dynamic graphs with a two-pronged approach 2019 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 647-657 Yoon M, Hooi B, Shin K, Faloutsos C
Conference Forecasting big time series: Theory and practice 2019 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 2309-2310 Faloutsos C, Flunkert V, Gasthaus J, Januschowski T, Wang Y
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
Preprint Impact of Load Models on Power Flow Optimization 2019 Jereminov M, Hooi B, Pandey A, Song H-A, Faloutsos C, Pileggi L
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
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 - IEEE 34th International Conference on Data Engineering, ICDE 2018 • 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
