Support Vector Machine in Chemistry

Jie Yang; Nianyi Chen; Wencong Lu

ISBN 10: 9812389229 / ISBN 13: 9789812389220

Published by World Scientific Publishing Company, NJ, 2004

About this Item

No markings.

Seller Inventory # 00039637

Bibliographic Details

• Title: Support Vector Machine in Chemistry
• Publisher: World Scientific Publishing Company, NJ
• Publication Date: 2004
• Language: English
• ISBN 10: 9812389229
• ISBN 13: 9789812389220
• Binding: Hardcover
• Edition: First Edition.
• Condition: Fine
• Seller catalogs:
  • Physics

About this title

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.