Yazar "Coşkun, Mustafa" için 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 ... -
A high order proximity measure for linear network embedding
Coşkun, Mustafa (Niğde Ömer Halisdemir Üniversitesi, 2022)Graph representationion learning (network embedding) is at the heart of network analytics techniques to reveal and examine the complex dependencies among nodes. Owing its importance, many computational methods have ... -
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 ...