Social Network Optimization for Cluster Ensemble Selection

DOI10.3233/FI-2020-1964zbMath1497.68445OpenAlexW3096257655MaRDI QIDQ4988940

Hamid Parvin, Mohammad Reza Mahmoudi, Hosein Alizadeh, Majid Mohamadpoor, Behrouz Minaei, Chenyue Zhao

Publication date: 20 May 2021

Published in: Fundamenta Informaticae (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3233/fi-2020-1964

zbMATH Keywords

mathematical programmingmodularity optimizationcluster ensemble selectionsum linkage algorithm

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)

Cites Work

• A clustering ensemble framework based on elite selection of weighted clusters
• A combinatorial model and algorithm for globally searching community structure in complex networks
• Modularity-maximizing graph communities via mathematical programming
• Consensus of partitions: a constructive approach
• Ensemble clustering using semidefinite programming with applications
• A Resampling Approach to Cluster Validation
• 10.1162/153244303321897735
• Bootstrap clustering for graph partitioning

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