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CASIA OpenIR
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A novel infrared spectral preprocessing method based on self-deconvolution and differentiation in the frequency domain 期刊论文
VIBRATIONAL SPECTROSCOPY, 2023, 卷号: 127, 页码: 11
作者:  Shan, Peng;  Liu, Junyi;  He, Zhonghai;  Peng, Silong;  Wang, Fei;  Liu, Chengzhao;  Zhou, Zheng
收藏  |  浏览/下载：130/0  |  提交时间：2023/11/17
Spectral preprocessing  Quantitative analysis  Fourier transform Infrared spectroscopy  
Unsupervised model adaptation for multivariate calibration by domain adaptation-regularization based kernel partial least square 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 卷号: 292, 页码: 17
作者:  Shan, Peng;  Bi, Yiming;  Li, Zhigang;  Wang, Qiaoyun;  He, Zhonghai;  Zhao, Yuhui;  Peng, Silong
收藏  |  浏览/下载：60/0  |  提交时间：2023/11/17
Model adaptation  Domain-invariant feature representation  Projected maximum mean discrepancy  Kernel partial least squares  
A nonlinear calibration transfer method based on joint kernel subspace 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2021, 卷号: 210, 页码: 14
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Wang, Shuyu;  Ying, Yao;  Peng, Silong
收藏  |  浏览/下载：179/0  |  提交时间：2021/05/06
Calibration transfer  Multivariate calibration  Joint kernel subspace  Kernel partial least squares (KPLS)  
Quantitative Analysis Method of Infrared Spectra Based on Derivative Spectra Fusion Modeling 期刊论文
CHINESE JOURNAL OF ANALYTICAL CHEMISTRY, 2016, 卷号: 44, 期号: 3, 页码: 437-443
作者:  Li Zhi-Gang;  Peng Si-Long;  Yang Ni;  Wang Qiao-Yun;  Lu Jiang-Tao;  Hu Xiao-Fei
收藏  |  浏览/下载：76/0  |  提交时间：2020/10/27
Quantitative Analysis  Singular Perturbation Technique  Derivative Spectra  Interval Partial Least Squares  Fusion Modeling  
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：192/0  |  提交时间：2020/06/02
Ion mobility spectrometry  Peak model  Multiscale orthogonal matching pursuit  Quantitative analysis  
Principal component analysis or kernel principal component analysis based joint spectral subspace method for calibration transfer 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2020, 卷号: 227, 页码: 16
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Ying, Yao;  Peng, Silong
收藏  |  浏览/下载：210/0  |  提交时间：2020/03/30
Calibration transfer  Principal component analysis (PCA)  Kernel principal component analysis (KPCA)  Multivariate calibration  Joint spectral subspace  Partial least squares (PLS)  
Stacked ensemble extreme learning machine coupled with Partial Least Squares-based weighting strategy for nonlinear multivariate calibration 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2019, 卷号: 215, 页码: 97-111
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Sha, Xiaopeng;  Lv, Xiaoyong;  Peng, Silong;  Ying, Yao
收藏  |  浏览/下载：187/0  |  提交时间：2019/12/16
Extreme learning machine (ELM)  Partial least squares (PLS)  Nonlinear multivariate calibration  Stacked generalization  
Calibration Transfer Based on Affine Invariance for NIR without Transfer Standards 期刊论文
MOLECULES, 2019, 卷号: 24, 期号: 9, 页码: 19
作者:  Zhao, Yuhui;  Zhao, Ziheng;  Shan, Peng;  Peng, Silong;  Yu, Jinlong;  Gao, Shuli
收藏  |  浏览/下载：222/0  |  提交时间：2019/09/30
near-infrared (NIR) spectroscopy  calibration transfer  affine invariance  multivariate calibration  partial least squares (PLS)  
A fast progressive spectrum denoising combined with partial least squares algorithm and its application in online Fourier transform infrared quantitative analysis 期刊论文
ANALYTICA CHIMICA ACTA, 2019, 卷号: 1074, 页码: 62-68
作者:  Zhang, Genwei;  Peng, Silong;  Cao, Shuya;  Zhao, Jiang;  Xie, Qiong;  Han, Quanjie;  Wu, Yifan;  Huang, Qibin
收藏  |  浏览/下载：322/0  |  提交时间：2019/07/11
Fourier transform infrared spectroscopy  Progressive spectrum denoising  Augmented Lagrange method  Partial least squares  Quantitative 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：308/86  |  提交时间：2019/04/29
Small Sample Size Problem  Variable Selection  Stacked Regression  Slice Transform