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CRC Press Data Clustering: Algorithms and Applications - CRC Press

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Description

Data Clustering: Algorithms and Applications from Chapman and Hall/CRC covers the complete spectrum of clustering methods across pattern recognition, database systems, data mining, and machine learning fields. This comprehensive guide bridges fragmented research by presenting unified coverage of clustering techniques, from foundational approaches to advanced and complex methodologies. The book gives particular emphasis to contemporary challenges in graph analysis, social network clustering, and emerging application domains. It systematically examines three core aspects of data clustering: methods, key techniques commonly employed for clustering operations, and practical applications across diverse data types and industries. Ideal for researchers, practitioners, and students seeking authoritative guidance on clustering algorithms and their real-world implementation.

Key Features

This used book in good condition provides complete coverage of data clustering methods across multiple research disciplines and application areas.

Chapman and Hall/CRC Data Mining and Knowledge Discovery Series entry addresses fragmented clustering research in a unified and coherent framework.

The book emphasises recent challenges including graph clustering, social network analysis, and domain-specific clustering applications.

Structured examination of three primary aspects ensures systematic understanding of clustering from theory through practical implementation.

Comprehensive treatment spans basic clustering methods to refined and complex data clustering approaches for advanced learners.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
21 August 2013
Listed Since
08 February 2013

Barcode

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