Drug discrimination of Near Infrared spectroscopy based on the scaled convex hull classifier

Drug discrimination of Near Infrared spectroscopy based on the scaled convex hull classifier

Near Infrared spectroscopy (NIRS) has been widely used in the discrimination (classification) of pharmaceutical drugs. In real applications, however, the class imbalance of the drug samples, i.e., the number of one drug sample may be much larger than the number of the other drugs, deceases drastical...

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Bibliographic Details
Main Authors: Zhenbing Liu, Shujie Jiang, Huihua Yang
Format: Article
Language:English
Published: World Scientific Publishing 2014-07-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Drug classification
Near Infrared spectroscopy
class imbalance
scaled convex hulls
Online Access:http://www.worldscientific.com/doi/pdf/10.1142/S1793545814500205

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