A variable importance criterion for variable selection in near-infrared spectral analysis

Error Covariance Penalized Regression: A novel multivariate model combining penalized regression with multivariate error structure

(2018) Franco Allegrini et al.   ANALYTICA CHIMICA ACTA

Weight randomization test for the selection of the number of components in PLS models

(2017) Thanh Tran et al.   JOURNAL OF CHEMOMETRICS

Variable importance analysis based on rank aggregation with applications in metabolomics for biomarker discovery

(2016) Yong-Huan Yun et al.   ANALYTICA CHIMICA ACTA

A bootstrapping soft shrinkage approach for variable selection in chemical modeling

(2016) Bai-Chuan Deng et al.   ANALYTICA CHIMICA ACTA

Optimal partner wavelength combination method with application to near-infrared spectroscopic analysis

(2016) Tao Pan et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Near-infrared spectroscopy and chemometric modelling for rapid diagnosis of kidney disease

(2016) Mengli Fan et al.   Science China-Chemistry

Practical guidelines for reporting results in single- and multi-component analytical calibration: A tutorial

(2015) Alejandro C. Olivieri   ANALYTICA CHIMICA ACTA

Novel unified framework for latent modeling and its interpretation

(2015) Thanh N. Tran et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Chemometrics tools in QSAR/QSPR studies: A historical perspective

(2015) Saeed Yousefinejad et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Recursive Random Forests Enable Better Predictive Performance and Model Interpretation than Variable Selection by LASSO

(2015) Xiang-Wei Zhu et al.   Journal of Chemical Information and Modeling

A wavelength selection method based on random decision particle swarm optimization with attractor for near-infrared spectral quantitative analysis

(2015) Hui Cao et al.   JOURNAL OF CHEMOMETRICS

Interpretation of variable importance in Partial Least Squares with Significance Multivariate Correlation (sMC)

(2014) Thanh N. Tran et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Use of the bootstrap and permutation methods for a more robust variable importance in the projection metric for partial least squares regression

(2013) N.L. Afanador et al.   ANALYTICA CHIMICA ACTA

Variable selection based on locally linear embedding mapping for near-infrared spectral analysis

(2013) Ruifeng Shan et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Multivariate calibration of near-infrared spectra by using influential variables

(2012) Xueguang Shao et al.   Analytical Methods

Application of latent projective graph in variable selection for near infrared spectral analysis

(2012) Xueguang Shao et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Stability competitive adaptive reweighted sampling (SCARS) and its applications to multivariate calibration of NIR spectra

(2012) Kaiyi Zheng et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A review of variable selection methods in Partial Least Squares Regression

(2012) Tahir Mehmood et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Towards better understanding of feature-selection or reduction techniques for Quantitative Structure–Activity Relationship models

(2012) Mohammad Goodarzi et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Variables selection methods in near-infrared spectroscopy

(2010) Zou Xiaobo et al.   ANALYTICA CHIMICA ACTA

Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and genetic algorithm

(2010) Zhanchao Li et al.   BMC BIOINFORMATICS

Some common misunderstandings in chemometrics

(2010) Karin Kjeldahl et al.   JOURNAL OF CHEMOMETRICS

Variable selection in regression-a tutorial

(2010) C. M. Andersen et al.   JOURNAL OF CHEMOMETRICS

Detection of adulterants such as sweeteners materials in honey using near-infrared spectroscopy and chemometrics

(2010) Xiangrong Zhu et al.   JOURNAL OF FOOD ENGINEERING

Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration

(2009) Hongdong Li et al.   ANALYTICA CHIMICA ACTA

A wavelength selection method based on randomization test for near-infrared spectral analysis

(2009) Heng Xu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Critical factors limiting the interpretation of regression vectors in multivariate calibration

(2009) Christopher D. Brown et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

An ensemble of Monte Carlo uninformative variable elimination for wavelength selection

(2008) Qing-Juan Han et al.   ANALYTICA CHIMICA ACTA

Mutual information-induced interval selection combined with kernel partial least squares for near-infrared spectral calibration

(2008) Chao Tan et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

A variable selection method based on uninformative variable elimination for multivariate calibration of near-infrared spectra

(2007) Wensheng Cai et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS