9783030378288 - partitional clustering via nonsmooth optimization: clustering via optimization (unsupervised and semi-supervised learning) von m. bagirov, adil; karmitsa, napsu; taheri, sona (2 Ergebnisse)
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Taschenbuch. Zustand: Neu. Partitional Clustering via Nonsmooth Optimization | Clustering via Optimization | Adil M. Bagirov (u. a.) | Taschenbuch | xx | Englisch | 2021 | Springer | EAN 9783030378288 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[…dot]com | Anbieter: preigu.
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book describes optimization models of clustering problems and clustering algorithms based on optimization techniques, including their implementation, evaluation, and applications. The book gives a comprehensive and detailed description of optimi…zation approaches for solving clustering problems; the authors' emphasis on clustering algorithms is based on deterministic methods of optimization. The book also includes results on real-time clustering algorithms based on optimization techniques, addresses implementation issues of these clustering algorithms, and discusses new challenges arising from big data. The book is ideal for anyone teaching or learning clustering algorithms. It provides an accessible introduction to the field and it is well suited for practitioners already familiar with the basics of optimization.
