Conference CONOUT: CONtextual OUTlier Detection with Multiple Contexts: Application to Ad Fraud 2019 • Lecture Notes in Computer Science • 11051:139-156 Meghanath MY, Pai D, Akoglu L
Preprint Continual Rare-Class Recognition with Emerging Novel Subclasses 2019 Nguyen H, Wang X, Akoglu L
Conference CONTRAVIS: Contrastive and Visual Topic Modeling for Comparing Document Collections 2019 • WEB CONFERENCE 2019: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2019) • 928-938 Le TVM, Akoglu L
Conference Incorporating Privileged Information to Unsupervised Anomaly Detection 2019 • Lecture Notes in Computer Science • 11051:87-104 Shekhar S, Akoglu L
Book PC chairs’ Preface 2019 • Communications in Computer and Information Science • 941:VII-VIII Akoglu L, Ferrara E
Conference Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection 2019 • Advances in Neural Information Processing Systems • 32: Gu X, Akoglu L, Rinaldo A
Preprint Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection 2019 Gu X, Akoglu L, Rinaldo A
Conference A Lens into Employee Peer Reviews via Sentiment-Aspect Modeling 2018 • 2018 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM) • 670-677 Maurya A, Akoglu L, Krishnan R, Bay D
Conference A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised Classification 2018 • International Conference on Information and Knowledge Management, Proceedings • 87-96 Wu X, Zhao L, Akoglu L
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
Journal Article Discovering Communities and Anomalies in Attributed Graphs: Interactive Visual Exploration and Summarization 2018 • ACM Transactions on Knowledge Discovery from Data • 12(2): Perozzi B, Akoglu L
Journal Article Explaining anomalies in groups with characterizing subspace rules 2018 • Data mining and knowledge discovery • 32(5):1444-1480 Macha M, Akoglu L
Preprint Incorporating Privileged Information to Unsupervised Anomaly Detection 2018 Shekhar S, Akoglu L
Conference Robust Semi-Supervised Learning on Multiple Networks with Noise 2018 • Lecture Notes in Computer Science • 10937:196-208 Ye J, Akoglu L
Conference XSTREAM: Outlier Dete'x'ion in Feature-Evolving Data STREAMS 2018 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1963-1972 Manzoor E, Lamba H, Akoglu L
Conference A Domain-Agnostic Approach to Spam-URL Detection via Redirects 2017 • Lecture Notes in Computer Science • 10235:220-232 Kwon H, Baig MB, Akoglu L
Journal Article Automatic Detection of Online Recruitment Frauds: Characteristics, Methods, and a Public Dataset 2017 • Future Internet • 9(1): Vidros S, Kolias C, Kambourakis G, Akoglu L
Journal Article Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm 2017 Chen S, Niu S, Akoglu L, Kovačević J, Faloutsos C
Journal Article GOTCHA! Network-Based Fraud Detection for Social Security Fraud 2017 • Management science • 63(9):3090-3110 Van Vlasselaer V, Eliassi-Rad T, Akoglu L, Snoeck M, Baesens B
Journal Article LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from Any Detector 2017 Gupta N, Eswaran D, Shah N, Akoglu L, Faloutsos C
Conference Online Detection of Anomalous Heterogeneous Graphs with Streaming Edges 2017 • Proceedings ... ICDM workshops IEEE International Conference on Data Mining • 968-968 Akoglu L
Conference Ranking in heterogeneous networks with geo-location information 2017 • Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017 • 408-416 Mishra A, Akoglu L
