Cluster Analysis and Applications

Name: Cluster Analysis and Applications
Brand: Springer Nature Switzerland AG
SKU: 9783030745547
Price: 8100 KES
Availability: OutOfStock
ISBN: 9783030745547

2021 ed.

by Francisco Martínez-Álvarez , Kristian Sabo , Rudolf Scitovski

Book Details

Format Paperback / softback

ISBN-10 3030745546

ISBN-13 9783030745547

Edition 2021 ed.

Publisher Springer Nature Switzerland AG

Imprint Springer Nature Switzerland AG

Country of Manufacture GB

Country of Publication GB

Publication Date Jul 24th, 2022

Print length 271 Pages

Weight 438 grams

Dimensions 15.50 x 23.40 x 2.20 cms

Product Classification: Information theory Algorithms & data structures Algorithms and data structures Mathematical theory of computation Machine learning Pattern recognition

KSh 8,100.00

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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.

Get Cluster Analysis and Applications by Francisco Martínez-Álvarez, Kristian Sabo at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Nature Switzerland AG and it has 271 pages.