Support Vector Machine In Chemistry

Jie Yang author Wencong Lu author Nianyi Chen author Guozheng Li author

Format:Hardback

Publisher:World Scientific Publishing Co Pte Ltd

Published:25th Aug '04

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Support Vector Machine In Chemistry cover

In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology. Compared with some other data processing methods, SVM is especially suitable for solving problems of small sample size, with superior prediction performance. SVM is fast becoming a powerful tool of chemometrics. This book provides a systematic approach to the principles and algorithms of SVM, and demonstrates the application examples of SVM in QSAR/QSPR work, materials and experimental design, phase diagram prediction, modeling for the optimal control of chemical industry, and other branches in chemistry and chemical technology.

ISBN: 9789812389220

Dimensions: unknown

Weight: unknown

344 pages