Support Vector Machine In Chemistry - Couverture rigide

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

 
9789812389220: Support Vector Machine In Chemistry
Couverture rigide
ISBN 10 : 9812389229 ISBN 13 : 9789812389220
Editeur : 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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2004
Langue
anglais
ISBN 10 
9812389229
ISBN 13 
9789812389220
Reliure
Relié
Nombre de pages
344
Coordonnées du fabricant
non disponible
Personne responsable
non disponible