Pengfei Jiao
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Probabilistic Logic
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
Community detection, a fundamental task for network analysis, aims to partition a network into multiple sub-structures to help reveal …
Di Jin
,
Zhizhi Yu
,
Pengfei Jiao*
,
Shirui Pan
,
Dongxiao He*
,
Jia Wu
,
Philip S. Yu
,
Weixiong Zhang
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Detecting Communities with Multiplex Semantics by Distinguishing Background, General, and Specialized Topics
Finding semantic communities using network topology and contents together is a hot topic in community detection. Existing methods often …
Di Jin
,
Kunzeng Wang
,
Ge Zhang
,
Pengfei Jiao
,
Dongxiao He
,
Francoise Fogelman-Soulié
,
Xin Huang
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