Danai Koutra

University of Michigan - Ann Arbor / United States

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AD Scientific Index ID: 1299465

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Danai Koutra's MOST POPULAR ARTICLES

1-) Graph based anomaly detection and description: a surveyL Akoglu, H Tong, D KoutraData mining and knowledge discovery 29 (3), 626-688, 201512752015

2-) Beyond homophily in graph neural networks: Current limitations and effective designsJ Zhu, Y Yan, L Zhao, M Heimann, L Akoglu, D KoutraAdvances in neural information processing systems 33, 7793-7804, 20205412020

3-) Rolx: structural role extraction & mining in large graphsK Henderson, B Gallagher, T Eliassi-Rad, H Tong, S Basu, L Akoglu, ...Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 20125182012

4-) Graph Summarization Methods and Applications: A SurveyY Liu, T Safavi, A Dighe, D KoutraACM Computing Surveys (CSUR), 20184652018

5-) Anomaly detection in dynamic networks: a surveyS Ranshous, S Shen, D Koutra, S Harenberg, C Faloutsos, NF SamatovaWiley Interdisciplinary Reviews: Computational Statistics 7 (3), 223-247, 20154592015

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