Yazar "Coşkun, Mustafa" için Scopus İndeksli Yayınlar Koleksiyonu listeleme
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Consensus embedding for multiple networks: Computation and applications
Li, Mengzhen; Coskun, Mustafa; Koyuturk, Mehmet (CAMBRIDGE UNIV PRESS32 AVENUE OF THE AMERICAS, NEW YORK, NY 10013-2473, 2022)Machine learning applications on large-scale network-structured data commonly encode network information in the form of node embeddings. Network embedding algorithms map the nodes into a lowdimensional space such that the ... -
Intelligent traffic light systems using edge flow predictions
Thahir, Adam Rizvi; Coşkun, Mustafa; Kılıç, Sultan Kübra; Gungor, Vehbi Cagrı (ELSEVIER, 2024)In this paper, we propose a novel graph-based semi-supervised learning approach for traffic light management in multiple intersections. Specifically, the basic premise behind our paper is that if we know some of the occupied ...