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Data Clustering: Algorithms and Applications

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Title:
Data Clustering: Algorithms and Applications
Author: Aggarwal, Charu C ; Reddy, Chandan K
Aggarwal, Charu C ; Reddy, Chandan K ; Reddy, Chandan K. ; Aggarwal, Charu C.
Subjects: Cluster analysis ; Data mining ; Document clustering ; Economics ; File organization (Computer science) ; Machine theory
Description: In this book, top researchers from around the world cover the entire area of clustering, from basic methods to more refined and complex data clustering approaches. They pay special attention to recent issues in graphs, social networks, and other domains. The book explores the characteristics of clustering problems in a variety of application areas. It also explains how to glean detailed insight from the clustering process--including how to verify the quality of the underlying clusters--through supervision, human intervention, or the automated generation of alternative clusters.
Related Titles: Chapman & Hall/CRC data mining and knowledge discovery series
Publisher: United Kingdom: Chapman & Hall
Creation Date: 2018
Format: 653
Language: English
Identifier: ISBN: 9781315362786
ISBN: 1315362783
ISBN: 9781466558212
ISBN: 1466558210
EISBN: 1315373513
EISBN: 9781315373515
EISBN: 9781466558229
EISBN: 1466558229
EISBN: 9781315360416
EISBN: 1315360411
EISBN: 9781315362786
EISBN: 1315362783
EISBN: 9781498785778
EISBN: 1498785778
DOI: 10.1201/9781315373515
OCLC: 856870768
Source: Ebook Central Academic Complete

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