Conference proceeding
High-order Organization of Weighted Microbial Interaction Network
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, 206
01 Jan 2018
Abstract
Conference Title: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Conference Start Date: 2018, Dec. 3 Conference End Date: 2018, Dec. 6 Conference Location: Madrid, Spain High-order connectivity patterns are essential to understanding the basic structure of complex networks. Network motifs are considered as the basic building blocks of complex networks. From identifying network motifs to discovering higher-order modular organizations by them, it is helpful to study the organization principles and functional modules of the biological networks in a divide-and-conquer manner. However, the current research based on network motifs often neglect the influence of weight in network motifs. In this paper, the concept of weighted motifs was presented and was applied to microbial network. The method was proposed to find the optimal weighted motif in microbial network and analyze the high-order structure of weighted networks based on them. It also proved that the partially weighted motifs can obtain optimal clusters in theory over unweighted ones.
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5 Citations (source Web of Science)
Details
- Title
- High-order Organization of Weighted Microbial Interaction Network
- Creators
- Xianjun Shen - Central China Normal UniversityXue GongXingpeng Jiang - Central China Normal UniversityJincai YangTingting He - Central China Normal UniversityXiaohua Hu - Drexel University, Information Science (Informatics)
- Publication Details
- The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, 206
- Publisher
- The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Information Science (Informatics)
- Identifiers
- 991019170468104721