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CRC Press Support Vector Machines in Chemistry and Biotechnology - CRC Press

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Description

Support Vector Machines and Their Application in Chemistry and Biotechnology by CRC Press bridges the gap between mathematical theory and practical application for chemists and biologists. This comprehensive guide explains how SVMs work in real-world scenarios including drug design, food quality control, metabolic fingerprint analysis, and microarray data-based cancer classification. Unlike texts written primarily for mathematicians, this book makes support vector machine concepts accessible to scientists in chemistry and biotechnology fields who need practical understanding without excessive mathematical abstraction. The author provides a thorough mechanism explanation from a chemistry and biology perspective, making it ideal for professionals seeking to apply machine learning techniques to their research and development work.

Key Features

Support Vector Machines book covers applications in drug design, food quality control, and metabolic fingerprint analysis.

CRC Press publication delivers practical SVM knowledge tailored for chemists and biologists, not just mathematicians.

Comprehensive guide explains SVM mechanisms and empirical performance through a chemistry and biotechnology lens.

Includes microarray data-based cancer classification examples demonstrating SVMs in medical and biological research.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
09 May 2011
Listed Since
02 March 2010

Barcode

No barcode data available

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