Genetic clustering of social networks using random walks

DOI10.1016/j.csda.2007.01.010zbMath1445.91042OpenAlexW2003672460MaRDI QIDQ1020734

Sangit Chatterjee, Aykut Firat, Mustafa R. Yilmaz

Publication date: 2 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2007.01.010

zbMATH Keywords

genetic algorithmsclustering with medoidssynthetic data generation

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Social networks; opinion dynamics (91D30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

Quantum inspired evolutionary algorithm for community detection in complex networks ⋮ Spatial optimization of rural settlements in a small watershed based on social network analysis ⋮ Ranking and Sparsifying a Connection Graph

Cites Work

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• Genetic algorithms and their statistical applications: an introduction
• Clustering financial time series: an application to mutual funds style analysis
• Markov Chains
• Finding groups with a simple genetic algorithm*
• Collective dynamics of ‘small-world’ networks
• Machine Learning: ECML 2004

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