Danai Koutra - Google Scholar Citations

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	All	Since 2015
Citations	2934	2775
h-index	24	24
i10-index	36	36

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Christos FaloutsosCMUVerified email at cs.cmu.edu
Tina Eliassi-RadAssociate Professor of Computer Science, Northeastern UniversityVerified email at eliassi.org
Hanghang TongUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Leman AkogluAssociate Professor of Information Systems, Heinz College, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
U KangAssociate Professor of Computer Science and Engineering, Seoul National UniversityVerified email at snu.ac.kr
Brian GallagherComputer Scientist, Lawrence Livermore National LaboratoryVerified email at llnl.gov
Evangelos E. PapalexakisAssistant Professor, University of California RiversideVerified email at cs.ucr.edu
Jilles VreekenCISPA Helmholtz Center for Information Security, Saarland Informatics Campus, SaarbrückenVerified email at cispa.saarland
Michele BerlingerioEaton - Center for Intelligent PowerVerified email at eaton.com
Joshua T. VogelsteinDept of Biomedical Engineering, Johns Hopkins UniversityVerified email at jhu.edu
Stephan GünnemannProfessor of Computer Science, Technical University of MunichVerified email at in.tum.de
Duen Horng “Polo” ChauProfessor of Computer Science, Georgia TechVerified email at gatech.edu
Walter S. LaseckiUniversity of Michigan | Director, Center for Hybrid Intelligence SystemsVerified email at umich.edu
Sugato BasuPrincipal Scientist at GoogleVerified email at google.com
Miguel AraujoFeedzaiVerified email at feedzai.com
Paul N. BennettPrincipal Researcher / Research Manager, Microsoft Research AIVerified email at microsoft.com
Hsing-Kuo PaoNational Taiwan University of Science and TechnologyVerified email at mail.ntust.edu.tw
Aaditya RamdasStatistics & Data Science, and Machine Learning, Carnegie Mellon UniversityVerified email at stat.cmu.edu
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
Wolfgang GatterbauerKhoury College of Computer Sciences, Northeastern UniversityVerified email at northeastern.edu

Danai Koutra

University of Michigan, Ann Arbor

Verified email at umich.edu - Homepage

data / graph mining graph summarization embeddings network similarity + alignment anomaly detection


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Graph based anomaly detection and description: a survey L Akoglu, H Tong, D Koutra Data mining and knowledge discovery 29 (3), 626-688, 2015	690	2015
Rolx: structural role extraction & mining in large graphs K Henderson, B Gallagher, T Eliassi-Rad, H Tong, S Basu, L Akoglu, ... Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	262	2012
Anomaly detection in dynamic networks: a survey S Ranshous, S Shen, D Koutra, S Harenberg, C Faloutsos, NF Samatova Wiley Interdisciplinary Reviews: Computational Statistics 7 (3), 223-247, 2015	182	2015
DELTACON: A Principled Massive-Graph Similarity Function D Koutra, JT Vogelstein, C Faloutsos Proceedings of the 13th SIAM International Conference on Data Mining (SDM …, 2013	155	2013
VOG: Summarizing and Understanding Large Graphs D Koutra, U Kang, J Vreeken, C Faloutsos SDM, 2014	133*	2014
Detecting insider threats in a real corporate database of computer usage activity TE Senator, HG Goldberg, A Memory, WT Young, B Rees, R Pierce, ... Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	107	2013
Unifying guilt-by-association approaches: Theorems and fast algorithms D Koutra, TY Ke, U Kang, DHP Chau, HKK Pao, C Faloutsos Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011	96	2011
BIG-ALIGN: Fast Bipartite Graph Alignment D Koutra, H Tong, D Lubensky IEEE ICDM, 2013	84	2013
Com2: fast automatic discovery of temporal (‘comet’) communities M Araujo, S Papadimitriou, S Günnemann, C Faloutsos, P Basu, A Swami, ... Pacific-Asia Conference on Knowledge Discovery and Data Mining, 271-283, 2014	82	2014
Algorithms for graph similarity and subgraph matching D Koutra, A Parikh, A Ramdas, J Xiang Proc. Ecol. Inference Conf 17, 2011	81	2011
Glance: Rapidly coding behavioral video with the crowd WS Lasecki, M Gordon, D Koutra, MF Jung, SP Dow, JP Bigham Proceedings of the 27th annual ACM symposium on User interface software and …, 2014	79	2014
Timecrunch: Interpretable dynamic graph summarization N Shah, D Koutra, T Zou, B Gallagher, C Faloutsos Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015	78	2015
Graph Summarization Methods and Applications: A Survey Y Liu, T Safavi, A Dighe, D Koutra ACM Computing Surveys (CSUR), 2018	76	2018
Netsimile: A scalable approach to size-independent network similarity M Berlingerio, D Koutra, T Eliassi-Rad, C Faloutsos arXiv preprint arXiv:1209.2684, 2012	75	2012
DeltaCon Principled Massive-Graph Similarity Function with Attribution D Koutra, N Shah, JT Vogelstein, B Gallagher, C Faloutsos ACM Transactions on Knowledge Discovery from Data (TKDD) 10 (3), 1-43, 2016	66	2016
Regal: Representation learning-based graph alignment M Heimann, H Shen, T Safavi, D Koutra Proceedings of the 27th ACM International Conference on Information and …, 2018	59*	2018
Network similarity via multiple social theories M Berlingerio, D Koutra, T Eliassi-Rad, C Faloutsos Proceedings of the 2013 IEEE/ACM International Conference on Advances in …, 2013	58	2013
Tensorsplat: Spotting latent anomalies in time D Koutra, EE Papalexakis, C Faloutsos 2012 16th Panhellenic Conference on Informatics, 144-149, 2012	47	2012
Net-ray: Visualizing and mining billion-scale graphs U Kang, JY Lee, D Koutra, C Faloutsos Pacific-Asia Conference on Knowledge Discovery and Data Mining, 348-361, 2014	41	2014
Linearized and single-pass belief propagation W Gatterbauer, S Günnemann, D Koutra, C Faloutsos arXiv preprint arXiv:1406.7288, 2014	39	2014

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