Support Vector Machine In Chemistry - Hardcover

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

 
9789812389220: Support Vector Machine In Chemistry
Hardcover
ISBN 10: 9812389229 ISBN 13: 9789812389220
Publisher: World Scientific Publishing Co Pte Ltd, 2004

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.

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Publisher
World Scientific Publishing Co Pte Ltd
Publication date
2004
Language
English
ISBN 10 
9812389229
ISBN 13 
9789812389220
Binding
Hardcover
Number of pages
344