Partitional Clustering via Nonsmooth Optimization

Language: English

Published by Springer Nature Switzerland Dez 2024, 2024

3031765117 / 9783031765117

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This updated 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 optimization 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 challengesarising from very large data and data with noise and outliers. 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. 416 pp. Englisch.

Seller Inventory # 9783031765117

Title
Partitional Clustering via Nonsmooth Optimization
Author
Adil Bagirov
Publisher
Springer Nature Switzerland Dez 2024
Publication year
2024
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3031765117
ISBN 13
9783031765117
Edition
2nd Edition
Item weight
785 grams
Dimensions
241x160x28 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany