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  • 标题:Identification of Protein Complexes in PPI Networks by a Fuzzy Method
  • 本地全文:下载
  • 作者:Wang, Danling ; Wang, Yanfei
  • 期刊名称:Journal of Software
  • 印刷版ISSN:1796-217X
  • 出版年度:2013
  • 卷号:8
  • 期号:12
  • 页码:3132-3138
  • DOI:10.4304/jsw.8.12.3132-3138
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:In this paper, we introduce a novel fuzzy method which is combined fuzzy relation, interaction probability values and hub structure to detect sub-communities in complex networks. We apply our method on yeast protein-protein interaction network to identify the protein complexes. Compared with traditional method, more protein complexes have been identified by this new fuzzy method. Meanwhile, we evaluate our method on two real social networks. The experimental results show that our method works well and give a reasonable understanding of these communities.
  • 关键词:complex networks;fuzzy clustering;sub-communities;protein complexes;ppi networks
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