Leman Akoglu Associate Professor, Affiliated Faculty CMU Scholars Page Office 2118C Hamburg Hall Email lemanakoglu@cmu.edu Phone (412) 268-3043 Department Heinz College Computer Science Department: Affiliated Publications Journal Article Benefit-aware early prediction of health outcomes on multivariate EEG time series 2023 • Journal of Biomedical Informatics • 139: Shekhar S, Eswaran D, Hooi B, Elmer J, Faloutsos C, Akoglu L Journal Article Deep Anomaly Analytics: Advancing the Frontier of Anomaly Detection 2023 • IEEE Intelligent Systems • 38(2):32-35 Xia F, Akoglu L, Aggarwal C, Liu H Journal Article Density of states for fast embedding node-attributed graphs 2023 • Knowledge and Information Systems • 65(6):2455-2483 Zhao L, Sawlani S, Akoglu L Journal Article Detecting Anomalous Graphs in Labeled Multi-Graph Databases 2023 • ACM Transactions on Knowledge Discovery from Data • 17(2): Nguyen HT, Liang PJ, Akoglu L Preprint DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection 2023 Yoo J, Zhao Y, Zhao L, Akoglu L
Journal Article Benefit-aware early prediction of health outcomes on multivariate EEG time series 2023 • Journal of Biomedical Informatics • 139: Shekhar S, Eswaran D, Hooi B, Elmer J, Faloutsos C, Akoglu L
Journal Article Deep Anomaly Analytics: Advancing the Frontier of Anomaly Detection 2023 • IEEE Intelligent Systems • 38(2):32-35 Xia F, Akoglu L, Aggarwal C, Liu H
Journal Article Density of states for fast embedding node-attributed graphs 2023 • Knowledge and Information Systems • 65(6):2455-2483 Zhao L, Sawlani S, Akoglu L
Journal Article Detecting Anomalous Graphs in Labeled Multi-Graph Databases 2023 • ACM Transactions on Knowledge Discovery from Data • 17(2): Nguyen HT, Liang PJ, Akoglu L
Preprint DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection 2023 Yoo J, Zhao Y, Zhao L, Akoglu L
