Reverse Clustering

Name: Reverse Clustering
SKU: 34473565
Price: 381.99 AUD
Availability: InStock

Formulation, Interpretation and Case Studies

By:

Format:

Hardback

Series:

Studies in Computational Intelligence

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Description

This book presents a new perspective on and a new approach to a wide spectrum of situations, related to data analysis, actually, a kind of a new paradigm. Namely, for a given data set and its partition, whose origins may be of any kind, the authors try to reconstruct this partition on the basis of the data set given, using very broadly conceived clustering procedure. The main advantages of this new paradigm concern the substantive aspects of the particular cases considered, mainly in view of the variety of interpretations, which can be assumed in the framework of the paradigm. Due to the novel problem formulation and the flexibility in the interpretations of this problem and its components, the domains, which are encompassed (or at least affected) by the potential use of the paradigm, include cluster analysis, classification, outlier detection, feature selection, and even factor analysis as well as geometry of the data set. The book is useful for all those who look for new, nonconventional approaches to their data analysis problems.

Release date Australia

March 4th, 2021

Author

Series

Studies in Computational Intelligence

Pages

101

Edition

1st ed. 2021

Audience

Professional & Vocational

Illustrations

21 Illustrations, color; 6 Illustrations, black and white; XVII, 101 p. 27 illus., 21 illus. in color.

ISBN-13

9783030693589

Product ID

34473565

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