Partitional clustering via nonsmooth optimization. Clustering via optimization

DOI10.1007/978-3-030-37826-4zbMath1448.68001OpenAlexW4230819290WikidataQ109595545 ScholiaQ109595545MaRDI QIDQ2212545

Sona Taheri, Napsu Karmitsa, Adil M. Bagirov

Publication date: 23 November 2020

Published in: Unsupervised and Semi-Supervised Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-37826-4

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science (68-01) Applications of mathematical programming (90C90) Learning and adaptive systems in artificial intelligence (68T05) Computational aspects of data analysis and big data (68T09)

Related Items (4)

Applications of monitoring and tracing the evolution of clustering solutions in dynamic datasets ⋮ Partitional clustering via successive transportation problems ⋮ A novel optimization approach towards improving separability of clusters ⋮ A new restricted memory level bundle method for constrained convex nonsmooth optimization

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