Boris Mirkin

Clustering (eBook, ePUB)

A Data Recovery Approach, Second Edition

• Format: ePub

Produktbeschreibung

Often considered more of an art than a science, books on clustering have been dominated by learning through example with techniques chosen almost through trial and error. Even the two most popular, and most related, clustering methods-K-Means for partitioning and Ward's method for hierarchical clustering-have lacked the theoretical underpinning req

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Erscheinungstermin: 19. April 2016
• Englisch
• ISBN-13: 9781040198018
• Artikelnr.: 73303110

Autorenporträt

Boris Mirkin is a professor of computer science at the University of London, UK.

Inhaltsangabe

What Is Clustering. What Is Data. K-Means Clustering and Related Approaches. Least-Squares Hierarchical Clustering. Similarity Clustering: Uniform
Modularity
Additive
Spectral
Consensus and Single Linkage. Validation and Interpretation. Least-Squares Data Recovery Clustering Models.