Partitional Clustering via Nonsmooth Optimization
portes grátis
Partitional Clustering via Nonsmooth Optimization
Clustering via Optimization
Karmitsa, Napsu; Taheri, Sona; Bagirov, Adil
Springer International Publishing AG
01/2025
403
Dura
9783031765117
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Introduction.- Introduction to Clustering.- Clustering Algorithms.- Nonsmooth Optimization Models in Cluster Analysis.- Nonsmooth Optimization.- Optimization based Clustering Algorithms.- Implementation and Numerical Results.- Conclusion.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Optimization models of clustering problems;Clustering with different similarity measures;Clustering in very large data sets;Real-time clustering algorithms;Heuristic clustering algorithms;Clustering algorithms based on metaheuristics;Nonsmooth optimization based clustering algorithms;Global optimization based clustering algorithms;Visualization of clustering results;Application of clustering algorithms
Introduction.- Introduction to Clustering.- Clustering Algorithms.- Nonsmooth Optimization Models in Cluster Analysis.- Nonsmooth Optimization.- Optimization based Clustering Algorithms.- Implementation and Numerical Results.- Conclusion.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Optimization models of clustering problems;Clustering with different similarity measures;Clustering in very large data sets;Real-time clustering algorithms;Heuristic clustering algorithms;Clustering algorithms based on metaheuristics;Nonsmooth optimization based clustering algorithms;Global optimization based clustering algorithms;Visualization of clustering results;Application of clustering algorithms
