| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 7644658 | Microchemical Journal | 2012 | 7 Pages |
Abstract
⺠Monitoring of solid-state fermentation (SSF) in a pilot scale by FT-NIR spectroscopy technique. ⺠Support vector data description (SVDD) was employed to develop identification model. ⺠Compared to LDA, KNN, BPNN and SVM, SVDD revealed its superiority in handling imbalance training sets. ⺠This study demonstrates that FT-NIR spectroscopy combined with SVDD is an efficient method for the rapid monitoring of SSF.
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Authors
Hui Jiang, Guohai Liu, Xiahong Xiao, Congli Mei, Yuhang Ding, Shuang Yu,