Conference RUSH! Targeted Time-limited Coupons via Purchase Forecasts 2017 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1923-1931 Manzoor E, Akoglu L
Preprint Ties That Bind - Characterizing Classes by Attributes and Social Ties 2017 Rezaei A, Perozzi B, Akoglu L
Journal Article Ties That Bind - Characterizing Classes by Attributes and Social Ties 2017 • WWW'17 COMPANION: PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB • 973-982 Rezaei A, Perozzi B, Akoglu L
Conference ACM DAVA'16: 2nd International Workshop on DAta mining meets Visual Analytics at Big Data Era 2016 • CIKM'16: PROCEEDINGS OF THE 2016 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT • 2509-2509 Shi L, Tong H, Wang C, Akoglu L
Conference EdgeCentric: Anomaly Detection in Edge-Attributed Networks 2016 • Proceedings ... ICDM workshops IEEE International Conference on Data Mining • 327-334 Shah N, Beutel A, Hooi B, Akoglu L, Guennemann S, Makhija D, Kumar M, Faloutsos C
Preprint Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous Graphs 2016 Manzoor EA, Momeni S, Venkatakrishnan VN, Akoglu L
Journal Article Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous Graphs 2016 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1035-1044 Manzoor E, Milajerdi SM, Akoglu L
Journal Article Less is More: Building Selective Anomaly Ensembles 2016 • ACM Transactions on Knowledge Discovery from Data • 10(4): Rayana S, Akoglu L
Conference Optimizing network robustness by edge rewiring: a general framework 2016 • Data mining and knowledge discovery • 30(5):1395-1425 Chan H, Akoglu L
Conference Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective 2016 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 1167-1172 Rayana S, Zhong W, Akoglu L
Conference Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective 2016 1167-1172 Rayana S, Zhong W, Akoglu L
Preprint Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective 2016 Rayana S, Zhong W, Akoglu L
Preprint Temporal Opinion Spam Detection by Multivariate Indicative Signals 2016 Ye J, Kumar S, Akoglu L
Journal Article Temporal opinion spam detection by multivariate indicative signals 2016 • Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016 • 743-746 Ye J, Kumar S, Akoglu L
Journal Article The politics of routing: Investigating the relationship between as connectivity and internet freedom 2016 • 6th USENIX Workshop on Free and Open Communications on the Internet, FOCI 2016, co-located with USENIX Security 2016 Singh R, Koo H, Miramirkhani N, Mirhaj F, Gill P, Akoglu L
Conference The politics of routing: Investigating the relationship between as connectivity and internet freedom 2016 • 6th USENIX Workshop on Free and Open Communications on the Internet, FOCI 2016, co-located with USENIX Security 2016 Singh R, Koo H, Miramirkhani N, Mirhaj F, Gill P, Akoglu L
Preprint The Politics of Routing: Investigating the Relationship Between AS Connectivity and Internet Freedom 2016 Singh R, Koo H, Miramirkhani N, Mirhaj F, Akoglu L, Gill P
Journal Article Untitled 2016 • IEEE Transactions on Knowledge and Data Engineering • 28(10):2535-2537 Pei J, Akoglu L, Lee H, Levandoski J, Li X, Meo R, Ordonez C, Phillips J, Poblete B, Candan KS, Wang M, Wen J-R, Xiong L, Zhang W
Journal Article <i>APATE</i>: A novel approach for automated credit card transaction fraud detection using network-based extensions 2015 • Decision Support Systems • 75:38-48 Van Vlasselaer V, Bravo C, Caelen O, Eliassi-Rad T, Akoglu L, Snoeck M, Baesens B
Conference AFRAID: Fraud Detection via Active Inference in Time-evolving Social Networks 2015 • PROCEEDINGS OF THE 2015 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2015) • 659-666 Van Vlasselaer V, Eliassi-Rad T, Akoglu L, Snoeck M, Baesens B
Preprint BIRDNEST: Bayesian Inference for Ratings-Fraud Detection 2015 Hooi B, Shah N, Beutel A, Gunnemann S, Akoglu L, Kumar M, Makhija D, Faloutsos C
Conference Collective Opinion Spam Detection: Bridging Review Networks and Metadata 2015 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 985-994 Rayana S, Akoglu L
Conference Correlation of Node Importance Measures: An Empirical Study through Graph Robustness 2015 • WWW'15 COMPANION: PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB • 275-281 Baig MB, Akoglu L
