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Exploring the roles of cannot-link constraint in community detection via Multi-variance Mixed Gaussian Generative Model

Due to the demand for performance improvement and the existence of prior information, semi-supervised community detection with pairwise constraints becomes a hot topic. Most existing methods have been successfully encoding the must-link constraints, but neglect the opposite ones, i.e., the cannot-li...

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Detalles Bibliográficos
Autores principales: Yang, Liang, Ge, Meng, Jin, Di, He, Dongxiao, Fu, Huazhu, Wang, Jing, Cao, Xiaochun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5497956/
https://www.ncbi.nlm.nih.gov/pubmed/28678864
http://dx.doi.org/10.1371/journal.pone.0178029