Multiplex network infomax: Multiplex network embedding via information fusion

• Published in: Digital communications and networks Vol. 9; no. 5; pp. 1157 - 1168
• Main Authors: Wang, Qiang, Jiang, Hao, Jiang, Ying, Yi, Shuwen, Nie, Qi, Zhang, Geng
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.10.2023; Electronic Information School,Wuhan University,Wuhan,430072,China%School of Computer Science and Engineering,Sun Yat-sen University,Guangzhou,510006,China%Electronic Information School,Wuhan University,Wuhan,430072,China; China Electric Power Research Institute,Beijing,100192,China; KeAi Communications Co., Ltd
• Subjects: Multiplex network; Mutual information maximization; Network embedding; Mutual information maximization; Network embedding; Multiplex network

For networking of big data applications, an essential issue is how to represent networks in vector space for further mining and analysis tasks, e.g., node classification, clustering, link prediction, and visualization. Most existing studies on this subject mainly concentrate on monoplex networks con...