£97.00

Wiley Clustering: 10 (IEEE Press Series on Computational Intelligence)

Name: Wiley Clustering: 10 (IEEE Press Series on Computational Intelligence)
Brand: Wiley
Price: 118.76 GBP
Availability: InStock

AI & Machine Learning

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Description

Master the fundamentals and advanced techniques of cluster analysis with this comprehensive guide from the IEEE Press Series on Computational Intelligence. As the first book to provide a truly complete look at the subject, it serves as an essential resource for anyone looking to understand how data groups are formed and validated. This text guides readers through a wide range of essential topics, starting with basic proximity measures and moving into specialized areas like hierarchical and partition clustering. You will explore modern approaches including neural network-based, kernel-based, and large-scale data clustering methods. The book also covers complex scenarios such as sequential data, high-dimensional data, and data visualization. Designed to be accessible, the authors assume no prior background in clustering. By including numerous examples and extensive references, the material remains clear and understandable for readers at various skill levels. Whether you are studying computer science or working in machine learning, this book provides the foundational knowledge needed to navigate the field of cluster analysis.

Key Features

Comprehensive coverage of cluster analysis starting from basic proximity measures to advanced validation techniques.

Explores diverse methodologies including hierarchical, partition, neural network-based, and kernel-based clustering.

Addresses modern data challenges such as large-scale data, sequential data, and high-dimensional data clustering.

Includes specialized sections on data visualization to help interpret complex data structures.

Accessible writing style designed for readers with no previous background in the subject of clustering.

Rich with practical examples and references to help clarify complex computational intelligence concepts.

Product Specifications

Brand: Wiley
Format: hardcover
ASIN: 0470276800
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 07 November 2008
Listed Since: 01 October 2007

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Wiley Clustering: 10 (IEEE Press Series on Computational Intelligence)

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