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科研机构
自动化研究所 [27]
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期刊论文 [20]
学位论文 [6]
会议论文 [1]
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2023 [2]
2021 [2]
2020 [1]
2019 [3]
2018 [2]
2017 [1]
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专题:自动化研究所
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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
收藏
  |  
浏览/下载:3/0
  |  
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
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Model adaptation
Domain-invariant feature representation
Projected maximum mean discrepancy
Kernel partial least squares
Transfer learning for nonlinear batch process operation optimization
期刊论文
JOURNAL OF PROCESS CONTROL, 2021, 卷号: 101, 页码: 11-23
作者:
Chu, Fei
;
Wang, Jiachen
;
Zhao, Xu
;
Zhang, Shuning
;
Chen, Tao
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  |  
浏览/下载:68/0
  |  
提交时间:2021/06/07
Transfer learning
Nonlinear batch process
Insufficient data
Operation optimization
Data selection
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
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  |  
浏览/下载:27/0
  |  
提交时间:2021/05/06
Calibration transfer
Multivariate calibration
Joint kernel subspace
Kernel partial least squares (KPLS)
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
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  |  
浏览/下载:15/0
  |  
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)
Multi-view laplacian least squares for human emotion recognition
期刊论文
NEUROCOMPUTING, 2019, 卷号: 370, 页码: 78-87
作者:
Guo, Shuai
;
Feng, Lin
;
Feng, Zhan-Bo
;
Li, Yi-Hao
;
Wang, Yang
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  |  
浏览/下载:11/0
  |  
提交时间:2020/03/30
Multi-view learning
Laplacian least squares
Subspace learning
Human emotion recognition
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
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  |  
浏览/下载:60/0
  |  
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
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  |  
浏览/下载:54/0
  |  
提交时间:2019/09/30
near-infrared (NIR) spectroscopy
calibration transfer
affine invariance
multivariate calibration
partial least squares (PLS)
Nonlinear least squares with local polynomial interpolation for quantitative analysis of IR spectra
期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2019, 卷号: 206, 页码: 147-153
作者:
Wu, Yifan
;
Peng, Silong
;
Xie, Qiong
;
Xu, Pengcheng
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2019/04/29
Spectroscopy
Quantitative analysis
Nonlinear least squares
Local polynomial interpolation
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
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2019/04/29
Small Sample Size Problem
Variable Selection
Stacked Regression
Slice Transform
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