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Hypergraph Clustering Based on Game-Theory for Mining Microbial High-Order Interaction Module

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成果类型:
期刊论文
作者:
Yu, Limin;Shen, Xianjun*;Yang, Jincai(杨进才);Wei, Kaiping;Zhong, Duo;...
通讯作者:
Shen, Xianjun
作者机构:
[Yang, Jincai; Shen, Xianjun; Xiang, Ruilong; Wei, Kaiping; Yu, Limin; Zhong, Duo] Cent China Normal Univ, Sch Comp, Wuhan, Peoples R China.
[Yang, Jincai; Shen, Xianjun; Xiang, Ruilong; Wei, Kaiping; Yu, Limin; Zhong, Duo] Cent China Normal Univ, Hubei Prov Key Lab Artificial Intelligence & Smar, Wuhan 430000, Hubei, Peoples R China.
[Yang, Jincai; Shen, Xianjun; Xiang, Ruilong; Wei, Kaiping; Yu, Limin; Zhong, Duo] Cent China Normal Univ, Natl Language Resources Monitoring & Res Ctr Netw, Wuhan, Hubei, Peoples R China.
通讯机构:
[Shen, Xianjun] C
Cent China Normal Univ, Hubei Prov Key Lab Artificial Intelligence & Smar, Wuhan 430000, Hubei, Peoples R China.
语种:
英文
关键词:
Microbial higher-order module;game-theory;hypergraph clustering;evolutionary stability strategy
期刊:
Evolutionary Bioinformatics
ISSN:
1176-9343
年:
2020
卷:
16
页码:
117693432097057
基金类别:
: The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by the National Natural Science Foundation of China [61532008, 61872157, 6192008]; the Self-determined Research Funds of CCNU from the Colleges’ Basic Research and Operation of MOE [CCNU19QD003]; and the National Language Commission Key Research Project [ZDI135-61].
机构署名:
本校为第一且通讯机构
院系归属:
计算机学院
摘要:
Microbial community is ubiquitous in nature, which has a great impact on the living environment and human health. All these effects of microbial communities on the environment and their hosts are often referred to as the functions of these communities, which depend largely on the composition of the communities. The study of microbial higher-order module can help us understand the dynamic development and evolution process of microbial community and explore community function. Considering that traditional clustering methods depend on the number o...

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