Preprint Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series 2021 Shekhar S, Eswaran D, Hooi B, Elmer J, Faloutsos C, Akoglu L
Conference Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems 2021 • LEARNING FOR DYNAMICS AND CONTROL, VOL 144 • 144: Wang R, Maddix D, Faloutsos C, Wang Y, Yu R
Journal Article Detecting Group Anomalies in Tera-Scale Multi-Aspect Data via Dense-Subtensor Mining 2021 • Frontiers in Big Data • 3: Shin K, Hooi B, Kim J, Faloutsos C
Conference DiffXtract: Joint Discriminative Product Attribute-Value Extraction 2021 271-280 Embar V, Kan A, Sisman B, Faloutsos C, Getoor L
Journal Article EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection 2021 • Future generations computer systems • 115:236-250 Feng W, Liu S, Faloutsos C, Hooi B, Shen H, Cheng X
Conference EX<SUP>3</SUP>: Explainable Attribute-aware Item-set Recommendations 2021 • 15TH ACM CONFERENCE ON RECOMMENDER SYSTEMS (RECSYS 2021) • 484-494 Xian Y, Zhao T, Li J, Chan J, Kan A, Ma J, Dong XL, Faloutsos C, Karypis G, Muthukrishnan S, Zhang Y
Preprint gen2Out: Detecting and Ranking Generalized Anomalies 2021 Lee M-C, Shekhar S, Faloutsos C, Hutson TN, Iasemidis L
Conference GEN<SUP>2</SUP>OUT: Detecting and Ranking Generalized Anomalies 2021 • 2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) • 801-811 Lee M-C, Shekhar S, Faloutsos C, Hutson TN, Iasemidis L
Conference INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection 2021 • Proceedings - International Conference on Data Engineering • 1116-1127 Lee M-C, Vajiac C, Kulshrestha A, Levy S, Park N, Jones C, Rabbany R, Faloutsos C
Conference AUTOAUDIT: Mining Accounting and Time-Evolving Graphs 2020 • 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) • 950-956 Lee M-C, Zhao Y, Wang A, Liang PJ, Akoglu L, Tseng VS, Faloutsos C
Preprint AutoAudit: Mining Accounting and Time-Evolving Graphs 2020 Lee M-C, Zhao Y, Wang A, Liang PJ, Akoglu L, Tseng VS, Faloutsos C
Conference AutoBlock: A Hands-off Blocking Framework for Entity Matching 2020 • PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING (WSDM '20) • 744-752 Zhang W, Wei H, Sisman B, Dong XL, Faloutsos C, Page D
Conference AUTOKNOW: Self-Driving Knowledge Collection for Products of Thousands of Types 2020 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 2724-2734 Dong XL, He X, Kan A, Li X, Liang Y, Ma J, Xu YE, Zhang C, Zhao T, Saldana GB, Deshpande S, Manduca AM, Ren J, Singh SP, Xiao F, Chang H-S, Karamanolakis G, Mao Y, Wang Y, Faloutsos C, McCallum A, Han J
Preprint AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types 2020 Dong XL, He X, Kan A, Li X, Liang Y, Ma J, Xu YE, Zhang C, Zhao T, Saldana GB, Deshpande S, Manduca AM, Ren J, Singh SP, Xiao F, Chang H-S, Karamanolakis G, Mao Y, Wang Y, Faloutsos C, McCallum A, Han J
Conference Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off 2020 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 751-760 Yoon M, Gervet T, Hooi B, Faloutsos C
Preprint Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off 2020 Yoon M, Gervet T, Hooi B, Faloutsos C
Preprint Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems 2020 Wang R, Maddix D, Faloutsos C, Wang Y, Yu R
Conference Collective Multi-type Entity Alignment Between Knowledge Graphs 2020 • WEB CONFERENCE 2020: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2020) • 2241-2252 Zhu Q, Wei H, Sisman B, Zheng D, Faloutsos C, Dong XL, Han J
Preprint Dynamic Graph-Based Anomaly Detection in the Electrical Grid 2020 Li S, Pandey A, Hooi B, Faloutsos C, Pileggi L
Preprint Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach 2020 Yoon M, Hooi B, Shin K, Faloutsos C
Journal Article Fast and effective distribution-key recommendation for amazon redshift 2020 • Proceedings of the VLDB Endowment • 13(12):2411-2423 Parchas P, Naamad Y, Van Bouwel P, Faloutsos C, Petropoulos M
Journal Article Fast and memory-efficient algorithms for high-order Tucker decomposition 2020 • Knowledge and Information Systems • 62(7):2765-2794 Zhang J, Oh J, Shin K, Papalexakis EE, Faloutsos C, Yu H
Journal Article Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams 2020 • ACM Transactions on Knowledge Discovery from Data • 14(2): Shin K, Oh S, Kim J, Hooi B, Faloutsos C
Conference Forecasting Big Time Series: Theory and Practice 2020 320-321 Faloutsos C, Flunkert V, Gasthaus J, Januschowski T, Wang Y
