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Cluster Prototypes and Fuzzy Memberships Jointly Leveraged Cross-Domain Maximum Entropy Clustering

The classical maximum entropy clustering (MEC) algorithm usually cannot achieve satisfactory results in the situations where the data is insufficient, incomplete, or distorted. To address this problem, inspired by transfer learning, the specific cluster prototypes and fuzzy memberships jointly lever...

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Detalhes bibliográficos
Publicado no:IEEE Trans Cybern
Main Authors: Qian, Pengjiang, Jiang, Yizhang, Deng, Zhaohong, Hu, Lingzhi, Sun, Shouwei, Wang, Shitong, Muzic, Raymond F.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4882931/
https://ncbi.nlm.nih.gov/pubmed/26684257
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCYB.2015.2399351
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