Danai Koutra is affiliated with the University of Michigan-Ann Arbor in the United States. Their research primarily focuses on the field of Computer Science, with a specialization in Artificial Intelligence and related subfields. The breadth of their work extends into Statistical and Nonlinear Physics, Computer Vision and Pattern Recognition, Management Science and Operations Research, and Information Systems.
Their main topics of study include Advanced Graph Neural Networks, Complex Network Analysis Techniques, Topic Modeling, Data Quality and Management, Natural Language Processing Techniques, Explainable Artificial Intelligence (XAI), and Recommender Systems and Techniques.
Koutra has a substantial publication record with frequent venues including:
Among recent papers authored or co-authored by Koutra are:
Danai Koutra frequently collaborates with various researchers, including Mark Heimann, Puja Trivedi, Di Jin, Tara Safavi, and Jiong Zhu.
Their contributions to academic literature also include several book publications with Springer Science+Business Media, notably titles related to Machine Learning and Knowledge Discovery in Databases published in 2023.
Leman Akoglu;Hanghang Tong;Danai Koutra
Keith Henderson;Brian Gallagher;Tina Eliassi-Rad;Hanghang Tong
Jiong Zhu;Yujun Yan;Lingxiao Zhao;Mark Heimann
Stephen Ranshous;Stephen Ranshous;Shitian Shen;Shitian Shen;Danai Koutra;Steve Harenberg;Steve Harenberg
Yike Liu;Tara Safavi;Abhilash Dighe;Danai Koutra
Unknown
Danai Koutra;Joshua T. Vogelstein;Christos Faloutsos
Jiong Zhu;Ryan A. Rossi;Anup B. Rao;Tung Mai
Jiong Zhu;Ryan A. Rossi;Anup Rao;Tung Mai
Ted E. Senator;Henry G. Goldberg;Alex Memory;William T. Young
Jiong Zhu;Yujun Yan;Lingxiao Zhao;Mark Heimann
Danai Koutra;Hanghang Tong;David Lubensky
Neil Shah;Danai Koutra;Tianmin Zou;Brian Gallagher
Danai Koutra;Neil Shah;Joshua T. Vogelstein;Brian Gallagher
Mark Heimann;Haoming Shen;Tara Safavi;Danai Koutra
Danai Koutra;U Kang;Jilles Vreeken;Christos Faloutsos
Danai Koutra;Tai-You Ke;U. Kang;Duen Horng Polo Chau
Danai Koutra;Joshua T. Vogelstein;Christos Faloutsos
Miguel Araujo;Miguel Araujo;Spiros Papadimitriou;Stephan Günnemann;Christos Faloutsos
Michele Berlingerio;Danai Koutra;Tina Eliassi-Rad;Christos Faloutsos
Walter S. Lasecki;Mitchell Gordon;Danai Koutra;Malte F. Jung
Michele Berlingerio;Danai Koutra;Tina Eliassi-Rad;Christos Faloutsos
Yike Liu;Abhilash Dighe;Tara Safavi;Danai Koutra
Yike Liu;Abhilash Dighe;Tara Safavi;Danai Koutra
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