Name: Support Vector Machine in Chemistry
Price: 3705.00 ZAR
Availability: InStock
Author: Chen, Nianyi ; Lu, Wencong ; Yang, Jie
ISBN: 9789812389220

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portada Support Vector Machine in Chemistry

Type

Physical Book

Author

Jie Yang

Nianyi Chen

Wencong Lu

Publisher

World Scientific Publishing Company

Year

2004

Language

English

Pages

344

Format

Hardcover

Dimensions

22.6 x 15.7 x 2.3 cm

Weight

0.59 kg.

ISBN

9812389229

ISBN13

9789812389220

Synopsis "Support Vector Machine in Chemistry"

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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Support Vector Machine in Chemistry - Chen, Nianyi ; Lu, Wencong ; Yang, Jie

Synopsis "Support Vector Machine in Chemistry"

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