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Published by World Scientific Publishing Company, Incorporated, 2004
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Published by World Scientific Publishing Company, 2004
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Published by World Scientific Pub Co Inc, 2004
ISBN 10: 9812389229 ISBN 13: 9789812389220
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Published by World Scientific Publishing Company, 2004
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Published by WORLD SCIENTIFIC PUB CO INC, 2004
ISBN 10: 9812389229 ISBN 13: 9789812389220
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Gebunden. Condition: New. KlappentextrnrnIn 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 fo.
Language: English
Published by World Scientific Publishing Company Aug 2004, 2004
ISBN 10: 9812389229 ISBN 13: 9789812389220
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Buch. Condition: Neu. Neuware - 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.