Overlapping communities from lines and triangles in complex networks
Sign Up to like & getrecommendations! Published in 2019 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2019.01.074
Abstract: Abstract Community detection is an important research area for its necessity in understanding the hidden structure of complex networks. A vast variety of overlapping community detection methods have been proposed in the literature, and the… read more here.
Keywords: complex networks; lines triangles; community detection; overlapping communities ... See more keywords
Discovering Overlapping Communities in Dynamic Networks Based on Cascade Information Diffusion
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2021.3091638
Abstract: Complex networks in real world are always in the state of evolution and composed of numerous overlapping communities. The discovery of overlapping communities in dynamic networks plays an important role in community detection research. In… read more here.
Keywords: overlapping communities; information diffusion; dynamic networks; cascade information ... See more keywords
Overlapping Community Discovery for Identifying Key Research Themes
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Engineering Management"
DOI: 10.1109/tem.2020.2972639
Abstract: Identifying key research themes is an effective way to chart knowledge structures in a field of research and, in turn, stimulate new ideas and innovation. Most thematic analyses of a research field are based on… read more here.
Keywords: research; overlapping communities; field; identifying key ... See more keywords
Overlapping Community Detection for Multimedia Social Networks
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2017.2692650
Abstract: Finding overlapping communities from multimedia social networks is an interesting and important problem in data mining and recommender systems. However, extant overlapping community discovery with swarm intelligence often generates overlapping community structures with superfluous small… read more here.
Keywords: overlapping community; overlapping communities; detection; social networks ... See more keywords
Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2018.2871383
Abstract: Detection of overlapping communities in real-world networks is a generally challenging task. Upon recognizing that a network is in fact the union of its egonets, a novel network representation using multiway data structures is advocated… read more here.
Keywords: overlapping communities; community; tensor; decomposition ... See more keywords
Identifying stress responsive genes using overlapping communities in co-expression networks
Sign Up to like & getrecommendations! Published in 2021 at "BMC Bioinformatics"
DOI: 10.1186/s12859-021-04462-4
Abstract: Background This paper proposes a workflow to identify genes that respond to specific treatments in plants. The workflow takes as input the RNA sequencing read counts and phenotypical data of different genotypes, measured under control… read more here.
Keywords: overlapping communities; treatment; stress; expression ... See more keywords
Overlapping communities detection through weighted graph community games
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0283857
Abstract: We propose a new model to detect the overlapping communities of a network that is based on cooperative games and mathematical programming. More specifically, communities are defined as stable coalitions of a weighted graph community… read more here.
Keywords: communities detection; graph community; weighted graph; detection weighted ... See more keywords