کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1222575 1494670 2012 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A method for identifying the origin of chondroitin sulfate with near infrared spectroscopy
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آنالیزی یا شیمی تجزیه
پیش نمایش صفحه اول مقاله
A method for identifying the origin of chondroitin sulfate with near infrared spectroscopy
چکیده انگلیسی
The object of this study was to explore the feasibility of support vector machine (SVM) to identify the origin of chondroitin sulfate (CS) by near infrared spectroscopy. 96 batches CS from three different origins were collected in this research, 66 batches of which were chosen for training set by Kennard-Stone (KS) method and the rest were used for testing. Through the comparison of pretreatment methods of standard normal variate transformation (SNV), multiplicative scatter correction (MSC), Savitzky-Golay (SG) smoothing and derivative with SG smoothing, a SVM discrimination model was constructed, of which the prediction result is 100% accurate with the pretreatment of first derivative and SG smoothing with 15 points. The result indicated that it had great potential using SVM to identify the origin of CS.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Pharmaceutical and Biomedical Analysis - Volume 61, 5 March 2012, Pages 224-229
نویسندگان
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