Variational community partition with novel network structure centrality prior

DOI10.1016/J.APM.2019.05.025zbMath1481.90303arXiv1811.04543OpenAlexW2900216709MaRDI QIDQ1985111

Jing Yuan, Ke Yin, Yiguang Bai, San-Yang Liu

Publication date: 7 April 2020

Published in: Applied Mathematical Modelling (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1811.04543

zbMATH Keywords

semi-supervised learningbenchmark expansioncommunity partitiontwo-stage strategy

Mathematics Subject Classification ID

Programming involving graphs or networks (90C35) Social networks; opinion dynamics (91D30) Applications of graph theory (05C90)

Uses Software

• PMCMRplus
• COIL-100

Cites Work

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• An effective region force for some variational models for learning and clustering
• Multi-class transductive learning based on \(\ell^1\) relaxations of Cheeger cut and Mumford-Shah-Potts model
• Emergence of Scaling in Random Networks
• Introduction to Semi-Supervised Learning
• Community structure in social and biological networks
• Networks

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