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Cluster Analysis and Applications book cover by Rudolf Scitovski, Kristian Sabo, Francisco Martínez-Álvarez, Šime Ungar
Hardcover

Cluster Analysis and Applications

by Rudolf Scitovski, Kristian Sabo, Francisco Martínez-Álvarez and Šime Ungar

From $61.59 / copy at 25+ copies; lower per-copy prices at higher quantities (see Volume pricing) As low as $60.19 at 100+

Total $1,539.75

Hardcover · 271 pages Springer International Publishing · 2021

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Hardcover
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About the book

Cluster Analysis and Applications

With the development of Big Data platforms for managing massive amount of data and wide availability of tools for processing these data, the biggest limitation is the lack of trained experts who are qualified to process and interpret the results.  This textbook is intended for graduate students and experts using methods of cluster analysis and applications in various fields.

Suitable for an introductory course on cluster analysis or data mining, with an in-depth mathematical treatment that includes discussions on different measures, primitives (points, lines, etc.) and optimization-based clustering methods, Cluster Analysis and Applications also includes coverage of deep learning based clustering methods.

With clear explanations of ideas and precise definitions of concepts, accompanied by numerous examples and exercises together with Mathematica programs and modules, Cluster Analysis and Applications may be used by students and researchers in various disciplines, working in data analysis or data science.


Details

Publisher
Springer International Publishing
Authors
Rudolf Scitovski, Kristian Sabo, Francisco Martínez-Álvarez, Šime Ungar
Format
Hardcover
Published
Jul 23, 2021
ISBN-13
9783030745516
Pages
271
Printing
Printed on demand
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