受强制性开放获取政策约束的文章 - Danai Koutra了解详情
可在其他位置公开访问的文章：64 篇
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
强制性开放获取政策： US National Science Foundation
Graph Summarization Methods and Applications: A Survey
Y Liu, T Safavi, A Dighe, D Koutra
ACM Computing Surveys (CSUR), 2018
强制性开放获取政策： US National Science Foundation
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
强制性开放获取政策： US Department of Energy
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
强制性开放获取政策： US National Science Foundation
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
强制性开放获取政策： US National Science Foundation
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
强制性开放获取政策： US National Science Foundation
VOG: Summarizing and Understanding Large Graphs
D Koutra, U Kang, J Vreeken, C Faloutsos
SDM, 2014
强制性开放获取政策： German Research Foundation
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
强制性开放获取政策： US Department of Energy
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
强制性开放获取政策： US National Science Foundation
BotWalk: Efficient adaptive exploration of Twitter bot networks
A Minnich, N Chavoshi, D Koutra, A Mueen
Proceedings of the 2017 IEEE/ACM international conference on advances in …, 2017
强制性开放获取政策： US National Science Foundation
Groupinn: Grouping-based interpretable neural network for classification of limited, noisy brain data
Y Yan, J Zhu, M Duda, E Solarz, C Sripada, D Koutra
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
强制性开放获取政策： US National Science Foundation, US Department of Defense, US National …
Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data
S Tang, P Davarmanesh, Y Song, D Koutra, MW Sjoding, J Wiens
Journal of the American Medical Informatics Association 27 (12), 1921-1934, 2020
强制性开放获取政策： US National Science Foundation, US National Institutes of Health
Cone-align: Consistent network alignment with proximity-preserving node embedding
X Chen, M Heimann, F Vahedian, D Koutra
Proceedings of the 29th ACM International Conference on Information …, 2020
强制性开放获取政策： US National Science Foundation
Personalized knowledge graph summarization: From the cloud to your pocket
T Safavi, C Belth, L Faber, D Mottin, E Müller, D Koutra
2019 IEEE International Conference on Data Mining (ICDM), 528-537, 2019
强制性开放获取政策： US National Science Foundation
Augmentations in graph contrastive learning: Current methodological flaws & towards better practices
P Trivedi, ES Lubana, Y Yan, Y Yang, D Koutra
Proceedings of the ACM Web Conference 2022, 1538-1549, 2022
强制性开放获取政策： US National Science Foundation
What is normal, what is strange, and what is missing in a knowledge graph: Unified characterization via inductive summarization
C Belth, X Zheng, J Vreeken, D Koutra
Proceedings of The Web Conference 2020, 1115-1126, 2020
强制性开放获取政策： US National Science Foundation
Biogeography and environmental conditions shape bacteriophage-bacteria networks across the human microbiome
GD Hannigan, MB Duhaime, D Koutra, PD Schloss
PLoS computational biology 14 (4), e1006099, 2018
强制性开放获取政策： US National Institutes of Health
node2bits: Compact Time- and Attribute-Aware Node Representations for User Stitching
D Jin, M Heimann, RA Rossi, D Koutra
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
强制性开放获取政策： US National Science Foundation
Latent network summarization: Bridging network embedding and summarization
D Jin, RA Rossi, E Koh, S Kim, A Rao, D Koutra
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
强制性开放获取政策： US National Science Foundation
How does heterophily impact the robustness of graph neural networks? theoretical connections and practical implications
J Zhu, J Jin, D Loveland, MT Schaub, D Koutra
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
强制性开放获取政策： US National Science Foundation, US Department of Defense
出版信息和资助信息由计算机程序自动确定