Seguir
Danai Koutra
Título
Citado por
Citado por
Año
Graph based anomaly detection and description: a survey
L Akoglu, H Tong, D Koutra
Data mining and knowledge discovery 29, 626-688, 2015
16712015
Beyond homophily in graph neural networks: Current limitations and effective designs
J Zhu, Y Yan, L Zhao, M Heimann, L Akoglu, D Koutra
Advances in neural information processing systems 33, 7793-7804, 2020
8672020
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
5602012
Graph Summarization Methods and Applications: A Survey
Y Liu, T Safavi, A Dighe, D Koutra
ACM Computing Surveys (CSUR), 2018
4292018
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
4282015
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
3042018
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
2992013
Graph neural networks with heterophily
J Zhu, RA Rossi, A Rao, T Mai, N Lipka, NK Ahmed, D Koutra
Proceedings of the AAAI conference on artificial intelligence 35 (12), 11168 …, 2021
2842021
VOG: Summarizing and Understanding Large Graphs
D Koutra, U Kang, J Vreeken, C Faloutsos
SDM, 2014
261*2014
Two sides of the same coin: Heterophily and oversmoothing in graph convolutional neural networks
Y Yan, M Hashemi, K Swersky, Y Yang, D Koutra
2022 IEEE International Conference on Data Mining (ICDM), 1287-1292, 2022
2502022
BIG-ALIGN: Fast Bipartite Graph Alignment
D Koutra, H Tong, D Lubensky
IEEE ICDM, 2013
1912013
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
1782015
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
1752013
Unifying guilt-by-association approaches: Theorems and fast algorithms
D Koutra, TY Ke, U Kang, DH Chau, HKK Pao, C Faloutsos
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
1632011
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
1612016
Algorithms for graph similarity and subgraph matching
D Koutra, A Parikh, A Ramdas, J Xiang
Proc. Ecol. inference conf 17, 2011
1612011
Netsimile: A scalable approach to size-independent network similarity
M Berlingerio, D Koutra, T Eliassi-Rad, C Faloutsos
arXiv preprint arXiv:1209.2684, 2012
1482012
Com2: fast automatic discovery of temporal (‘comet’) communities
M Araujo, S Papadimitriou, S Günnemann, C Faloutsos, P Basu, A Swami, ...
Advances in Knowledge Discovery and Data Mining: 18th Pacific-Asia …, 2014
1352014
On proximity and structural role-based embeddings in networks: Misconceptions, techniques, and applications
RA Rossi, D Jin, S Kim, NK Ahmed, D Koutra, JB Lee
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (5), 1-37, 2020
118*2020
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
1082014
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20