Danai Koutra
TitleCited byYear
Graph based anomaly detection and description: a survey
L Akoglu, H Tong, D Koutra
Data mining and knowledge discovery 29 (3), 626-688, 2015
6362015
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
2442012
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
1632015
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
1482013
VOG: Summarizing and Understanding Large Graphs
D Koutra, U Kang, J Vreeken, C Faloutsos
SDM, 2014
122*2014
Detecting insider threats in a real corporate database of computer usage activity
E Ted, HG Goldberg, A Memory, WT Young, B Rees, R Pierce, D Huang, ...
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
952013
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
932011
Graph Summarization Methods and Applications: A Survey
Y Liu, T Safavi, A Dighe, D Koutra
ACM Computing Surveys (CSUR), 2018
892018
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
772014
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
742014
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
732015
Algorithms for graph similarity and subgraph matching
D Koutra, A Parikh, A Ramdas, J Xiang
Proc. Ecol. Inference Conf 17, 2011
722011
BIG-ALIGN: Fast Bipartite Graph Alignment
D Koutra, H Tong, D Lubensky
IEEE ICDM, 2013
692013
Netsimile: A scalable approach to size-independent network similarity
M Berlingerio, D Koutra, T Eliassi-Rad, C Faloutsos
arXiv preprint arXiv:1209.2684, 2012
672012
D elta C on: 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), 28, 2016
622016
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
552013
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
41*2018
Tensorsplat: Spotting latent anomalies in time
D Koutra, EE Papalexakis, C Faloutsos
2012 16th Panhellenic Conference on Informatics, 144-149, 2012
402012
Linearized and single-pass belief propagation
W Gatterbauer, S Günnemann, D Koutra, C Faloutsos
Proceedings of the VLDB Endowment 8 (5), 581-592, 2015
372015
Opavion: Mining and visualization in large graphs
L Akoglu, DH Chau, U Kang, D Koutra, C Faloutsos
Proceedings of the 2012 ACM SIGMOD International Conference on Management of …, 2012
332012
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Articles 1–20