Network refinement: denoising complex networks for better community detection

DOI10.1016/j.physa.2023.128681OpenAlexW4324135207MaRDI QIDQ2700738

Ling-Yun Wu, Jiacheng Leng, Jiating Yu, Duanchen Sun

Publication date: 27 April 2023

Published in: Physica A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physa.2023.128681

zbMATH Keywords

random walkcommunity detectioncomplex networksdenoising methodnetwork diffusionKatz index

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

Cites Work

• Predicting missing links via local information
• Comparing clusterings -- an information based distance
• A new status index derived from sociometric analysis
• Community structure in social and biological networks
• Fast unfolding of communities in large networks
• Computing Communities in Large Networks Using Random Walks

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