£78.09

Springer Scalable Pattern Recognition Algorithms: Applications in Computational Biology and Bioinformatics

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£85.59 £31.45 £43.26 £55.07 £66.89 £78.70 £90.51 09 June 2024 15 November 2024 23 April 2025 29 September 2025 08 March 2026

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Description

This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning methodologies with pattern recognition tasks; discusses in detail the integration of different techniques for handling uncertainties in decision-making and efficiently mining large biological datasets; presents a particular emphasis on real-life applications, such as microarray expression datasets and magnetic resonance images; includes numerous examples and experimental results to support the theoretical concepts described; concludes each chapter with directions for future research and a comprehensive bibliography.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
04 April 2014
Listed Since
21 February 2014

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