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Multiscale orthogonal matching pursuit algorithm combined with peak model for interpreting ion mobility spectra and achieving quantitative analysis 期刊论文
ANALYTICA CHIMICA ACTA, 2020, 卷号: 1110, 页码: 181-189
作者:  Zhang, Genwei;  Peng, Silong;  Xie, Qiong;  Yang, Liu;  Cao, Shuya;  Huang, Qibin
收藏  |  浏览/下载:177/0  |  提交时间:2020/06/02
Ion mobility spectrometry  Peak model  Multiscale orthogonal matching pursuit  Quantitative analysis  
An improved weighted multiplicative scatter correction algorithm with the use of variable selection: Application to near-infrared spectra 期刊论文
Chemometrics and Intelligent Laboratory Systems, 2019, 期号: 185, 页码: 114-121
作者:  Yifan Wu;  Silong Peng;  Qiong Xie;  Quanjie Han;  Genwei Zhang;  Haigang Sun
浏览  |  Adobe PDF(1486Kb)  |  收藏  |  浏览/下载:251/60  |  提交时间:2019/04/29
Multiplicative Scatter Correction  Weighted Least Squares  Variable Selection  Model Population Analysis  
A novel stacked regression algorithm based on slice transform for small sample size problem in spectroscopic analysis 会议论文
, Zhengzhou, China, July 20-22, 2018
作者:  Yifan Wu;  Silong Peng;  Qiong Xie;  Quanjie Han
浏览  |  Adobe PDF(358Kb)  |  收藏  |  浏览/下载:284/77  |  提交时间:2019/04/29
Small Sample Size Problem  Variable Selection  Stacked Regression  Slice Transform  
A Model-Based Temperature-Prediction Method by Temperature-Induced Spectral Variation and Correction of the Temperature Effect 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2015, 卷号: 35, 期号: 5, 页码: 1450-1456
作者:  Yang Chi-xiao;  Peng Si-long;  Shan Peng;  Bi Yi-ming;  Tang Liang;  Xie Qiong
收藏  |  浏览/下载:199/0  |  提交时间:2015/09/21
Infrared Spectroscopy  Temperature Prediction  Temperature Correction  Multivariate Calibration  
Partial least squares–slice transform hybrid model for nonlinear calibration 期刊论文
Chemometrics and Intelligent Laboratory Systems, 2014, 期号: 138, 页码: 72-83
作者:  Peng Shan;  Silong Peng;  Yiming Bi;  Liang Tang;  Qiong Xie
浏览  |  Adobe PDF(4241Kb)  |  收藏  |  浏览/下载:224/61  |  提交时间:2017/11/16
Partial Least Squares  Slice Transform  
Dual stacked partial least squares for analysis of near-infrared spectra 期刊论文
ANALYTICA CHIMICA ACTA, 2013, 卷号: 792, 期号: 792, 页码: 19-27
作者:  Bi, Yiming;  Xie, Qiong;  Peng, Silong;  et al.;  Qiong Xie
Adobe PDF(1482Kb)  |  收藏  |  浏览/下载:206/1  |  提交时间:2015/08/12
Partial Least Squares ensemble Learning selective Weighting Rule multivariate Calibration near-infrared Spectra  
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
作者:  Bi, Yiming;  Xie, Qiong;  Peng, Silong;  et al.;  Qiong Xie
Adobe PDF(446Kb)  |  收藏  |  浏览/下载:167/0  |  提交时间:2015/08/12
Partial Least Squares  Inner Relation  Weight Updating  Slice Transform  Mapping Functions