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Springer Analytic Learning Methods for Pattern Recognition

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£73.11 £67.13 £68.43 £69.74 £71.04 £72.35 £73.65 25 July 2026 12 August 2026 30 August 2026 17 September 2026 05 October 2026
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Description

This textbook is a consolidation of learning methods which comes in an analytic form. The covered learning methods include classical and advanced solutions to problems of regression, minimum classification error, maximum receiver operating characteristics, bridge regression, ensemble learning and network learning. Both the primal and dual solution forms are discussed for over-and under-determined systems. Such coverage provides an important perspective for handling systems with overwhelming samples or systems with overwhelming parameters. For goal driven classification, the solutions to minimum classification-error, maximum receiver operating characteristics, bridge regression, and ensemble learning represent recent advancements in the literature. In this book, the exercises offer instructors and students practical experience with real-world applications.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
01 June 2025
Listed Since
29 November 2024

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