Clique-Based Method for Social Network Clustering
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Classification"
DOI: 10.1007/s00357-019-9310-5
Abstract: In this article, we develop a clique-based method for social network clustering. We introduce a new index to evaluate the quality of clustering results, and propose an efficient algorithm based on recursive bipartition to maximize… read more here.
Keywords: social network; clique based; method social; based method ... See more keywords
Network clustering and community detection using modulus of families of loops.
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DOI: 10.1103/physreve.95.012316
Abstract: We study the structure of loops in networks using the notion of modulus of loop families. We introduce an alternate measure of network clustering by quantifying the richness of families of (simple) loops. Modulus tries… read more here.
Keywords: community detection; network clustering; clustering community;
Measurement-Based Network Clustering for Active Distribution Systems
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DOI: 10.1109/tsg.2019.2910510
Abstract: This paper presents a network clustering (NC) method for active distribution networks (ADNs). Following the outage of a section of an ADN, the method identifies and forms an optimum cluster of microgrids within the section.… read more here.
Keywords: measurement based; network clustering; method; active distribution ... See more keywords
CASS: A distributed network clustering algorithm based on structure similarity for large-scale network
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DOI: 10.1371/journal.pone.0203670
Abstract: As the size of networks increases, it is becoming important to analyze large-scale network data. A network clustering algorithm is useful for analysis of network data. Conventional network clustering algorithms in a single machine environment… read more here.
Keywords: large scale; network; clustering algorithm; scale network ... See more keywords