Handbook of Cluster Analysis

Language: English

Published by Chapman And Hall/CRC, 2020

0367570408 / 9780367570408

Series: Book 7 of 27 - Chapman & Hall/CRC Handbooks of Modern Statistical Methods

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nach der Bestellung gedruckt Neuware - Printed after ordering - Handbook of Cluster Analysis provides a comprehensive and unified account of the main research developments in cluster analysis. Written by active, distinguished researchers in this area, the book helps readers make informed choices of the most suitable clustering approach for their problem and make better use of existing cluster analysis tools.The book is organized according to the traditional core approaches to cluster analysis, from the origins to recent developments. After an overview of approaches and a quick journey through the history of cluster analysis, the book focuses on the four major approaches to cluster analysis. These approaches include methods for optimizing an objective function that describes how well data is grouped around centroids, dissimilarity-based methods, mixture models and partitioning models, and clustering methods inspired by nonparametric density estimation. The book also describes additional approaches to cluster analysis, including constrained and semi-supervised clustering, and explores other relevant issues, such as evaluating the quality of a cluster. This handbook is accessible to readers from various disciplines, reflecting the interdisciplinary nature of cluster analysis. For those already experienced with cluster analysis, the book offers a broad and structured overview. For newcomers to the field, it presents an introduction to key issues. For researchers who are temporarily or marginally involved with cluster analysis problems, the book gives enough algorithmic and practical details to facilitate working knowledge of specific clustering areas.

Seller Inventory # 9780367570408

Title
Handbook of Cluster Analysis
Author
Fionn Murtagh
Publisher
Chapman And Hall/CRC
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0367570408
ISBN 13
9780367570408
Item weight
1,427 grams
Dimensions
254x178x41 mm
Series
Book 7 of 27: Chapman & Hall/CRC Handbooks of Modern Statistical Methods

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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