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红外光谱的预处理和定量算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  吴义凡
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红外光谱  定量分析  散射校正  变量选择  非线性最小二乘  
Process Modeling and Monitoring With Incomplete Data Based on Robust Probabilistic Partial Least Square Method 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 10160-10168
Authors:  Li, Qinghua;  Pan, Feng;  Zhao, Zhonggai;  Yu, Junzhi
Favorite  |  View/Download:31/0  |  Submit date:2018/10/10
Process Modeling  Process Monitoring  Robust Ppls Method  Missing Data  
红外光谱定量分析建模算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  毕一鸣
Adobe PDF(3640Kb)  |  Favorite  |  View/Download:104/0  |  Submit date:2015/09/02
偏最小二乘  化学计量学  红外光谱  多元校正分析  定量分析  Partial Least Squares  Chemometrics  Infrared Spectra  Multivariate Calibration  Quantitative Analysis  
A New Method Combining LDA and PLS for Dimension Reduction 期刊论文
PLOS ONE, 2014, 卷号: 9, 期号: 5, 页码: e96944
Authors:  Tang, Liang;  Peng, Silong;  Bi, Yiming;  Shan, Peng;  Hu, Xiyuan
Adobe PDF(770Kb)  |  Favorite  |  View/Download:71/0  |  Submit date:2015/08/12
基于偏最小二乘的红外光谱降维算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  唐亮
Adobe PDF(1983Kb)  |  Favorite  |  View/Download:116/0  |  Submit date:2015/09/02
偏最小二乘  主成分分析  线性判别分析  半监督降维  Partial Least Squares  Principal Component Analysis  Linear Discrimdiscriminant  Semi-supervised Dimensionality Reduction  
A New Method Combining LDA and PLS for Dimension Reduction. 期刊论文
PLos One, 2014, 卷号: 9(5), 期号: 5, 页码: e96944-e96944 (SCI)
Authors:  Tang, Liang;  Peng, Silong;  Bi, Yiming;  Shan, Peng;  Hu, Xiyuan,
Adobe PDF(770Kb)  |  Favorite  |  View/Download:40/0  |  Submit date:2017/01/13
Modified Split Hopkinson Torsional Bars  Shear Localization  Microstructural Evolution  
Slice transform-based weight updating strategy for PLS 期刊论文
JOURNAL OF CHEMOMETRICS, 2012, 卷号: 26, 期号: 26, 页码: 565–575
Authors:  Bi, Yiming;  Xie, Qiong;  Peng, Silong;  et al.;  Qiong Xie
Adobe PDF(446Kb)  |  Favorite  |  View/Download:52/0  |  Submit date:2015/08/12
Partial Least Squares  Inner Relation  Weight Updating  Slice Transform  Mapping Functions