An Efficient Elastic Net with Regression Coefficients Method for Variable Selection of Spectrum Data

Comparison of variable selection methods for PLS-based soft sensor modeling

(2015) Zi Xiu Wang et al.   JOURNAL OF PROCESS CONTROL

Multiway elastic net (MEN) for final product quality prediction and quality-related analysis of batch processes

(2013) Chih-Chiun Chiu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Variable selection via RIVAL (removing irrelevant variables amidst Lasso iterations) and its application to nuclear material detection

(2012) Paul Kump et al.   AUTOMATICA

Input variable selection for PLS modeling using nearest correlation spectral clustering

(2012) Koichi Fujiwara et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Variable selection via combined penalization for high-dimensional data analysis

(2010) Xiaoming Wang et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A Bootstrap-VIP approach for selecting wavelength intervals in spectral imaging applications

(2009) Ryan Gosselin et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Regression byL1regularization of smart contrasts and sums (ROSCAS) beats PLS and elastic net in latent variable model

(2009) Cajo J. F. ter Braak   JOURNAL OF CHEMOMETRICS