SONIC: streaming overlapping community detection

DOI10.1007/s10618-015-0440-zzbMath1411.68148OpenAlexW2306677247MaRDI QIDQ1741254

Buğra Gedik, Ahmet Erdem Sarıyüce, Gabriela Jacques-Silva, Ümit V. Çatalyürek, Kun-Lung Wu

Publication date: 3 May 2019

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/11693/36921

zbMATH Keywords

community detectionoverlapping communitiesstreaming graph processing

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Small world graphs, complex networks (graph-theoretic aspects) (05C82) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Related Items (1)

Big networks: a survey

Uses Software

• SNAP
• FacetNet
• LabelRankT

Cites Work

• Community discovery using nonnegative matrix factorization
• Centered graphs and the structure of ego networks
• Similarity estimation techniques from rounding algorithms
• Finding overlapping communities in networks by label propagation
• Overlapping community detection in networks
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