Community discovery over attributed graphs

• Main Author: NIU, Yudong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: community discovery; attributed graph; local clustering; characteristic community; relational graph; Artificial Intelligence and Robotics; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/etd_coll/616; https://ink.library.smu.edu.sg/context/etd_coll/article/1614/viewcontent/GPIS_AY2019_PhD_Niu_Yudong.pdf
• Institution: Singapore Management University

Community discovery, as a fundamental problem in graph mining, finds applications in various domains such as biological analysis, system optimization and fraud detection. Although many efforts have been made to address community discovery based on graph topology, few works have been devoted to commu...