Danai koutra google scholar
WebDanai Koutra. University of Michigan, Ann Arbor. Verified email at umich.edu - Homepage. data / graph mining graph summarization embeddings network similarity + alignment anomaly detection. Title.... The following articles are merged in Scholar. Their combined citations are … Partner Research Manager, Microsoft Research - Cited by 8,925 - Machine … This "Cited by" count includes citations to the following articles in Scholar. The … The following articles are merged in Scholar. Their combined citations are … WebDanai Koutra University of Michigan, Ann Arbor. Names. How do you usually write your name as author of a paper? Also add any other names you have authored papers under. Danai Koutra. ... Google Scholar. Suggest URL; Education & Career History. Enter …
Danai koutra google scholar
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WebStephen Ranshous, Shitian Shen, Danai Koutra, Steve Harenberg, Christos Faloutsos, Nagiza F. Samatova. "Anomaly detection in dynamic networks: a survey." Wiley Interdisciplinary Reviews: Computational Statistics 7.3 (2015) 223-247 WebApr 18, 2014 · As a key contribution, we provide a comprehensive exploration of both data mining and machine learning algorithms for these {\em detection} tasks. we give a general framework for the algorithms categorized under various settings: unsupervised vs. (semi-)supervised approaches, for static vs. dynamic graphs, for attributed vs. plain graphs.
WebOct 13, 2024 · Microplastics (MP) are a global environmental problem because they persist in the environment for long periods of time and negatively impact aquatic organisms. Possible solutions for removing MP from the environment include biological processes such as bioremediation, which uses microorganisms to remove contaminants. This study … WebDanai Koutraand I co-founded the Data-Informed Cities for Everyone (DICE) community, a multi-institutional research collaboration that uses data to inform budget planning, resource allocation, and policy evaluation in urban settings. I am also in the leadership team of Baryon Pasters (BP).
WebJun 1, 2024 · Danai Koutra is an Assistant Professor in Computer Science and Engineering at University of Michigan, Ann Arbor. Her research interests include large-scale graph mining, graph similarity and matching, graph summarization, and anomaly detection. Web5.Danai Koutra, Neil Shah, Joshua T. Vogelstein, Brian Gallagher, Christos Faloutsos. DELTA-CON: A Principled Massive-Graph Similarity Function with Attribution. ACM Transactions on Knowledge Discovery from Data (TKDD), pp. 1-43, February 2016. …
WebBio. Danai Koutra is an Associate Director of the Michigan Institute for Data Science (MIDAS) and an Associate Professor in Computer Science and Engineering at the University of Michigan, where she leads the Graph Exploration and Mining at Scale (GEMS) Lab. …
WebNov 5, 2024 · Authors:Puja Trivedi, Ekdeep Singh Lubana, Yujun Yan, Yaoqing Yang, Danai Koutra Download PDF Abstract:Unsupervised graph representation learning is critical to a wide range of applications where labels may be scarce or expensive to procure. Contrastive learning (CL) is an increasingly popular paradigm for such settings and the fender coated acoustic stringsWebGoogle Scholar; Jiong Zhu, Yujun Yan, Lingxiao Zhao, Mark Heimann, Leman Akoglu, and Danai Koutra. 2024. Beyond homophily in graph neural networks: Current limitations and effective designs. Advances in Neural Information Processing Systems, Vol. 33 (2024), 7793--7804. Google Scholar; fender collection 2 for amplitubeWebQuesto conteggio "Citato da" include citazioni ai seguenti articoli in Scholar. Quelli contrassegnati con * possono essere diversi dall'articolo nel profilo. ... Sugato Basu Distinguished Scientist at Google Email verificata su google.com. ... Danai Koutra. University of Michigan, Ann Arbor. Email verificata su umich.edu ... fender company contactWebGoogle Scholar [2] Leman Akoglu, Hanghang Tong, and Danai Koutra. Graph based anomaly detection and description: a survey. Data mining and knowledge discovery, 29(3):626–688, 2015. Google Scholar Digital Library [3] Aswathy Divakaran and Anuraj Mohan. Temporal link prediction: A survey. New Generation Computing, 38(1):213–258, … dehradun famous street foodWebA new framework for solving the problem of graph similarity using belief propagation and related ideas is developed and a new algorithm based on existing techniques in the bioinformatics and data mining literature is developed, which uncover periodic or infrequent matchings. We deal with two independent but related problems, those of graph … fender collectionWebWelcome! We are the Graph Exploration and Mining at Scale (GEMS) lab at the University of Michigan, founded and led by Danai Koutra . Our team researches important data mining and machine learning problems involving interconnected data: in … fender collision repair stafford county vaWebThe following articles are merged in Scholar. Their combined citations are counted only for the first article. ... Danai Koutra University of Michigan, ... D Koutra, T Eliassi-Rad, C Faloutsos. arXiv preprint arXiv:1209.2684, 2012. 127: 2012: dehradun google earth