Code: 05067819

Support Vector Machine In Chemistry

Name: Support Vector Machine In Chemistry
Brand: World Scientific Publishing Co Pte Ltd
SKU: 05067819
Price: 141.26 EUR
Availability: BackOrder
Author: Nianyi Chen
ISBN: 9789812389220

by Nianyi Chen, Wencong Lu, Jie Yang, Guozheng Li

Language: English
Binding: Hardback
Number of pages: 344
Publisher: World Scientific Publishing Co Pte Ltd, 2004
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Book synopsis

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.