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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:103/0  |  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:49/0  |  提交时间:2023/11/17
Model adaptation  Domain-invariant feature representation  Projected maximum mean discrepancy  Kernel partial least squares  
Ion Mobility Spectrometry Spectrum Reconstruction and Characteristic Peaks Extraction Algorithm Research 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2020, 卷号: 40, 期号: 9, 页码: 2681-2685
作者:  Zhang Gen-wei;  Peng Si-long;  Guo Teng-xiao;  Yang Jie;  Yang Jun-chao;  Zhang Xu;  Cao Shu-ya;  Huang Qi-bin
收藏  |  浏览/下载:163/0  |  提交时间:2021/01/07
Ion mobility spectrometry  Spectrum reconstruction  Characteristic peaks extraction  Sparse representation  Surrogate function algorithm  
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:192/0  |  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)  
Ion Mobility Spectrometry Spectrum Denoising and Baseline Correction Algorithm by Sparse Representation 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2020, 卷号: 40, 期号: 1, 页码: 75-79
作者:  Zhang Gen-wei;  Peng Si-long;  Cao Shu-ya;  Zhao Jiang;  Yang Liu;  Yang Jie;  Yang Jun-chao;  Huang Qi-bin
收藏  |  浏览/下载:176/0  |  提交时间:2020/03/30
Ion mobility spectrometry  Denoising  Baseline correction  Sparse representation  Iteratively reweighted least squares  
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:304/0  |  提交时间:2019/07/11
Fourier transform infrared spectroscopy  Progressive spectrum denoising  Augmented Lagrange method  Partial least squares  Quantitative analysis  
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
作者:  吴义凡
Adobe PDF(6244Kb)  |  收藏  |  浏览/下载:292/4  |  提交时间:2019/06/11
红外光谱  定量分析  散射校正  变量选择  非线性最小二乘  
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:164/0  |  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:198/0  |  提交时间:2019/09/30
near-infrared (NIR) spectroscopy  calibration transfer  affine invariance  multivariate calibration  partial least squares (PLS)  
Decomposition of overlapped ion mobility peaks by sparse representation 期刊论文
INTERNATIONAL JOURNAL OF MASS SPECTROMETRY, 2019, 卷号: 436, 页码: 147-152
作者:  Zhang, G. W.;  Peng, S. L.;  Cao, S. Y.;  Zhao, J.;  Han, Q. J.;  Huang, Q. B.
收藏  |  浏览/下载:227/0  |  提交时间:2019/07/12
Sparse representation  Ion mobility spectrometry  Baseline correction  Decomposition of overlapped peaks