Graph based anomaly detection and description: a survey von Akoglu, Leman, Tong, Hanghang, Koutra, Danai

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A Comprehensive Survey on Graph Anomaly Detection With Deep Learning von Ma, Xiaoxiao, Wu, Jia, Xue, Shan, Yang, Jian, Zhou, Chuan, Sheng, Quan Z., Xiong, Hui, Akoglu, Leman

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Explaining anomalies in groups with characterizing subspace rules von Macha, Meghanath, Akoglu, Leman

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Optimizing network robustness by edge rewiring: a general framework von Chan, Hau, Akoglu, Leman

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APATE: A novel approach for automated credit card transaction fraud detection using network-based extensions von Van Vlasselaer, Véronique, Bravo, Cristián, Caelen, Olivier, Eliassi-Rad, Tina, Akoglu, Leman, Snoeck, Monique, Baesens, Bart

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Deep Anomaly Analytics: Advancing the Frontier of Anomaly Detection von Xia, Feng, Akoglu, Leman, Aggarwal, Charu, Liu, Huan

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Beyond Outlier Detection: LookOut for Pictorial Explanation von Gupta, Nikhil, Eswaran, Dhivya, Shah, Neil, Akoglu, Leman, Faloutsos, Christos

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Automatic Detection of Online Recruitment Frauds: Characteristics, Methods, and a Public Dataset von Vidros, Sokratis, Kolias, Constantinos, Kambourakis, Georgios, Akoglu, Leman

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Less is More: Building Selective Anomaly Ensembles von Rayana, Shebuti, Akoglu, Leman

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On Using Classification Datasets to Evaluate Graph Outlier Detection: Peculiar Observations and New Insights von Zhao, Lingxiao, Akoglu, Leman

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Discovering Communities and Anomalies in Attributed Graphs: Interactive Visual Exploration and Summarization von Perozzi, Bryan, Akoglu, Leman

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GOTCHA! Network-Based Fraud Detection for Social Security Fraud von Van Vlasselaer, Véronique, Eliassi-Rad, Tina, Akoglu, Leman, Snoeck, Monique, Baesens, Bart

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Density of states for fast embedding node-attributed graphs von Zhao, Lingxiao, Sawlani, Saurabh, Akoglu, Leman

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Discovering Opinion Spammer Groups by Network Footprints von Ye, Junting, Akoglu, Leman

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RTG: a recursive realistic graph generator using random typing von Akoglu, Leman, Faloutsos, Christos

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Detecting Anomalous Graphs in Labeled Multi-Graph Databases von Nguyen, Hung T., Liang, Pierre J., Akoglu, Leman

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Detecting high-quality posts in community question answering sites von Yao, Yuan, Tong, Hanghang, Xie, Tao, Akoglu, Leman, Xu, Feng, Lu, Jian

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Sparx: Distributed Outlier Detection at Scale von Zhang, Sean, Ursekar, Varun, Leman Akoglu

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Benefit-aware early prediction of health outcomes on multivariate EEG time series von Shekhar, Shubhranshu, Eswaran, Dhivya, Hooi, Bryan, Elmer, Jonathan, Faloutsos, Christos, Akoglu, Leman

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FairOD: Fairness-aware Outlier Detection von Shekhar, Shubhranshu, Shah, Neil, Leman Akoglu

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