相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。An overview of variable selection methods in multivariate analysis of near-infrared spectra
Yong-Huan Yun et al.
TRAC-TRENDS IN ANALYTICAL CHEMISTRY (2019)
Near infrared spectroscopy: A mature analytical technique with new perspectives - A review
Celio Pasquini
ANALYTICA CHIMICA ACTA (2018)
Using elastic net regression to perform spectrally relevant variable selection
Cannon Giglio et al.
JOURNAL OF CHEMOMETRICS (2018)
Elastic net wavelength interval selection based on iterative rank PLS regression coefficient screening
Xin Huang et al.
ANALYTICAL METHODS (2017)
Using variable combination population analysis for variable selection in multivariate calibration
Yong-Huan Yun et al.
ANALYTICA CHIMICA ACTA (2015)
Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation
Mireia Farres et al.
JOURNAL OF CHEMOMETRICS (2015)
A novel variable selection approach that iteratively optimizes variable space using weighted binary matrix sampling
Bai-chuan Deng et al.
ANALYST (2014)
Feature Screening via Distance Correlation Learning
Runze Li et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2012)
Elastic Net Grouping Variable Selection Combined with Partial Least Squares Regression (EN-PLSR) for the Analysis of Strongly Multi-collinear Spectroscopic Data
Guang-Hui Fu et al.
APPLIED SPECTROSCOPY (2011)
Variables selection methods in near-infrared spectroscopy
Zou Xiaobo et al.
ANALYTICA CHIMICA ACTA (2010)
A Bootstrap-VIP approach for selecting wavelength intervals in spectral imaging applications
Ryan Gosselin et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2010)
Bayesian linear regression and variable selection for spectroscopic calibration
Tao Chen et al.
ANALYTICA CHIMICA ACTA (2009)
Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration
Hongdong Li et al.
ANALYTICA CHIMICA ACTA (2009)
Discriminating Variable Test and Selectivity Ratio Plot: Quantitative Tools for Interpretation and Variable (Biomarker) Selection in Complex Spectral or Chromatographic Profiles
Tarja Rajalahti et al.
ANALYTICAL CHEMISTRY (2009)
Biomarker discovery in mass spectral profiles by means of selectivity ratio plot
Tarja Rajalahti et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2009)
Forward Regression for Ultra-High Dimensional Variable Screening
Hansheng Wang
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2009)
A variable selection method based on uninformative variable elimination for multivariate calibration of near-infrared spectra
Wensheng Cai et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2008)
Sure independence screening for ultrahigh dimensional feature space
Jianqing Fan et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2008)
Measuring and testing dependence by correlation of distances
Gabor J. Szekely et al.
ANNALS OF STATISTICS (2007)
Selection of the efficient wavelength regions in FT-NIR spectroscopy for determination of SSC of 'Fuji' apple based on BiPLS and FiPLS models
Zou Xiaobo et al.
VIBRATIONAL SPECTROSCOPY (2007)
Sequential application of backward interval partial least squares and genetic of relevant spectral regions
R Leardi et al.
JOURNAL OF CHEMOMETRICS (2004)
Wavelength interval selection in multicomponent spectral analysis by moving window partial least-squares regression with applications to mid-infrared and hear-infrared spectroscopic data
JH Jiang et al.
ANALYTICAL CHEMISTRY (2002)
Variable and subset selection in PLS regression
A Höskuldsson
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2001)
Interval partial least-squares regression (iPLS): A comparative chemometric study with an example from near-infrared spectroscopy
L Norgaard et al.
APPLIED SPECTROSCOPY (2000)
分享论文
