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Cluster Analysis and Applications

Name: Cluster Analysis and Applications
Brand: Springer Nature Switzerland AG
SKU: 36711213
Price: 25893 HUF
Availability: InStock
Author: Sime Ungar
ISBN: 9783030745516

Sime Ungar

Francisco Martínez-Álvarez

Kristian Sabo

Language

English

Book Hardback

Libristo code: 36711213

Publishers Springer Nature Switzerland AG, July 2021

With the development of Big Data platforms for managing massive amount of data and wide availability... Full description

Libristo code: 36711213

173 b

25 893 Ft

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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.