DocumentCode
534243
Title
Classification and Discrimination for Traditional Chinese Medicine´s Nature Based on PLS-DA
Author
Nie, Bin ; Jianqiang Du ; Xu, Guoliang ; Yu, Riyue ; Wang, Zhuo ; Liu, Hongning ; Li, Bingtao
Author_Institution
Sch. of Comput., Jiang Xi Univ. of Traditional Chinese Med., Nanchang, China
Volume
1
fYear
2010
fDate
16-18 July 2010
Firstpage
362
Lastpage
364
Abstract
In the paper, put forward Classification and discrimination for Traditional Chinese Medicine´ Nature (TCMN) based on partial least squares-discriminant analysis (PLS-DA). The method was proved to be feasible and effective after tested with 6 type warm nature´s herbs, 6 type cold nature´s herbs.
Keywords
least squares approximations; medicine; pattern classification; PLS-DA; least square discriminant analysis; nature herb; traditional Chinese medicine nature; Data models; Laboratories; Medical diagnostic imaging; Metabolomics; Mice; Nuclear magnetic resonance; Classification; Discrimination; PLS-DA; data normalization; traditional Chinese medicine(TCM);
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology and Applications (IFITA), 2010 International Forum on
Conference_Location
Kunming
Print_ISBN
978-1-4244-7621-3
Electronic_ISBN
978-1-4244-7622-0
Type
conf
DOI
10.1109/IFITA.2010.188
Filename
5635039
Link To Document