Journal Article Fast and effective distribution-key recommendation for amazon redshift 2020 • Proceedings of the VLDB Endowment • 13(11):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 • The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020 • 320-321 Faloutsos C, Flunkert V, Gasthaus J, Januschowski T, Wang Y
Conference FraudFox: Adaptable Fraud Detection in the Real World 2020 • Communications in Computer and Information Science • 1271 CCIS:47-65 Butler M, Fan Y, Faloutsos C
Conference Higher-Order Label Homogeneity and Spreading in Graphs 2020 • WEB CONFERENCE 2020: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2020) • 2493-2499 Eswaran D, Kumar S, Faloutsos C
Conference IEEE BigData 2020 Welcome Message from the Organizers 2020 • Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020 Faloutsos C, Srivastava D, Wing JM
Conference J-RECS: Principled and Scalable Recommendation Justification 2020 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 1208-1213 Park N, Kan A, Faloutsos C, Dong XL
Preprint J-Recs: Principled and Scalable Recommendation Justification 2020 Park N, Kan A, Faloutsos C, Dong XL
Conference Midas: Microcluster-based detector of anomalies in edge streams 2020 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 3242-3249 Bhatia S, Hooi B, Yoon M, Shin K, Faloutsos C
Conference MULTIIMPORT: Inferring Node Importance in a Knowledge Graph from Multiple Input signals 2020 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 503-512 Park N, Kan A, Dong XL, Zhao T, Faloutsos C
Preprint MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals 2020 Park N, Kan A, Dong XL, Zhao T, Faloutsos C
Conference Octet: Online Catalog Taxonomy Enrichment with Self-Supervision 2020 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 2247-2257 Mao Y, Zhao T, Kan A, Zhang C, Dong XL, Faloutsos C, Han J
Preprint Octet: Online Catalog Taxonomy Enrichment with Self-Supervision 2020 Mao Y, Zhao T, Kan A, Zhang C, Dong XL, Faloutsos C, Han J
Conference P-Companion: A Principled Framework for Diversified Complementary Product Recommendation 2020 • International Conference on Information and Knowledge Management, Proceedings • 2517-2524 Hao J, Zhao T, Li J, Dong XL, Faloutsos C, Sun Y, Wang W
Conference Provably Robust Node Classification via Low-Pass Message Passing 2020 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 621-630 Wang Y, Liu S, Yoon M, Lamba H, Wang W, Faloutsos C, Hooi B
Preprint Real-Time Anomaly Detection in Edge Streams 2020 Bhatia S, Liu R, Hooi B, Yoon M, Shin K, Faloutsos C
Conference TellTail: Fast scoring and detection of dense subgraphs 2020 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 4150-4157 Hooi B, Shin K, Lamba H, Faloutsos C
Journal Article Temporal locality-aware sampling for accurate triangle counting in real graph streams 2020 • The VLDB journal • 29(6):1501-1525 Lee D, Shin K, Faloutsos C
Conference TRIAGE: Temporal Twitter attribute graph patterns 2020 • ACM International Conference Proceeding Series • Part F162565:44-53 Dimitriadis I, Poiitis M, Faloutsos C, Vakali A
Journal Article TurboLift: fast accuracy lifting for historical data recovery 2020 • The VLDB journal • 29(5):1129-1148 Yang F, Almutairi FM, Song HA, Faloutsos C, Sidiropoulos ND, Zadorozhny V
Journal Article A Contrast Metric for Fraud Detection in Rich Graphs 2019 • IEEE Transactions on Knowledge and Data Engineering • 31(12):2235-2248 Liu S, Hooi B, Faloutsos C
Journal Article Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12, Iss. 1): Introduction by the Guest Editors 2019 • ACM Transactions on Knowledge Discovery from Data • 13(1):1-2 Faloutsos C
Preprint AutoBlock: A Hands-off Blocking Framework for Entity Matching 2019 Zhang W, Wei H, Sisman B, Dong XL, Faloutsos C, Page D
