Pengfei Jiao
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Bayes Methods
Exploring Temporal Community Structure via Network Embedding
Temporal community detection is helpful to discover and analyze significant groups or clusters hidden in dynamic networks in the real …
Tianpeng Li
,
Wenjun Wang
,
Pengfei Jiao
,
Yinghui Wang
,
Ruomeng Ding
,
Huaming Wu
,
Lin Pan
,
Di Jin
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DOI
URL
HB-DSBM: Modeling the Dynamic Complex Networks From Community Level to Node Level
A variety of methods have been proposed for modeling and mining dynamic complex networks, in which the topological structure varies …
Pengfei Jiao
,
Tianpeng Li
,
Huaming Wu
,
Chang-Dong Wang
,
Dongxiao He
,
Wenjun Wang
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DOI
URL
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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