The diversity in the applications of partial least squares: an overview

Distribution based truncation for variable selection in subspace methods for multivariate regression

(2013) Kristian Hovde Liland et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

An IC-PLS Framework for Group Corticomuscular Coupling Analysis

(2013) Xun Chen et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Influence of changes in surface layer properties on tire/pavement noise

(2013) Mingliang Li et al.   NOISE CONTROL ENGINEERING JOURNAL

Partial Least Squares Regression for analyzing walnut phenology in California

(2012) Eike Luedeling et al.   AGRICULTURAL AND FOREST METEOROLOGY

Exploration of multivariate analysis in microbial coding sequence modeling

(2012) Tahir Mehmood et al.   BMC BIOINFORMATICS

A review of variable selection methods in Partial Least Squares Regression

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

Partial Least Square Discriminant Analysis for bankruptcy prediction

(2012) Carlos Serrano-Cinca et al.   DECISION SUPPORT SYSTEMS

Review of sparse methods in regression and classification with application to chemometrics

(2012) Peter Filzmoser et al.   JOURNAL OF CHEMOMETRICS

Hyperspectral imaging for process and quality control in recycling plants of polyolefin flakes

(2012) Silvia Serranti et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

Partial least squares for discrimination in fMRI data

(2012) Anders H. Andersen et al.   MAGNETIC RESONANCE IMAGING

Disaster prevention and reduction for exploring teachers’ technology acceptance using a virtual reality system and partial least squares techniques

(2012) Chen-Yuan Chen et al.   NATURAL HAZARDS

A Partial Least Squares based algorithm for parsimonious variable selection

(2011) Tahir Mehmood et al.   Algorithms for Molecular Biology

Mining for genotype-phenotype relations in Saccharomyces using partial least squares

(2011) Tahir Mehmood et al.   BMC BIOINFORMATICS

Modeling microRNA-mRNA Interactions Using PLS Regression in Human Colon Cancer

(2011) Xiaohong Li et al.   BMC Medical Genomics

Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling

(2011) Kaishan Song et al.   Ecological Informatics

QSAR studies of some substituted imidazolinones angiotensin II receptor antagonists using Partial Least Squares Regression (PLSR) method based feature selection

(2011) Mukesh C. Sharma et al.   Journal of Saudi Chemical Society

Variables selection methods in near-infrared spectroscopy

(2010) Zou Xiaobo et al.   ANALYTICA CHIMICA ACTA

Sparse partial least squares regression for simultaneous dimension reduction and variable selection

(2010) Hyonho Chun et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Heat consumption forecasting using partial least squares, artificial neural network and support vector regression techniques in district heating systems

(2010) Tae Chang Park et al.   KOREAN JOURNAL OF CHEMICAL ENGINEERING

Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review

(2010) Anjali Krishnan et al.   NEUROIMAGE

Complex process monitoring using modified partial least squares method of independent component regression

(2009) Yingwei Zhang et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Irrelevant gene elimination for Partial Least Squares based Dimension Reduction by using feature probes

(2009) Xue Qiang Zeng et al.   International Journal of Data Mining and Bioinformatics

Canonical partial least squares-a unified PLS approach to classification and regression problems

(2009) Ulf G. Indahl et al.   JOURNAL OF CHEMOMETRICS

SlimPLS: A Method for Feature Selection in Gene Expression-Based Disease Classification

(2009) Michael Gutkin et al.   PLoS One

Intellectual capital and business performance in the Portuguese banking industry

(2008) Maria Do Rosario Cabrita et al.   INTERNATIONAL JOURNAL OF TECHNOLOGY MANAGEMENT

Analysis of Sugars in Chinese Rice Wine by Fourier Transform Near-Infrared Spectroscopy with Partial Least-Squares Regression

(2008) Xiaoying Niu et al.   JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY

Measurement of Condensed Tannins and Dry Matter in Red Grape Homogenates Using Near Infrared Spectroscopy and Partial Least Squares

(2008) Daniel Cozzolino et al.   JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY

Characterisation and Classification of Italian Virgin Olive Oils by Near- and Mid-Infrared Spectroscopy

(2008) Nicolett Sinelli et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

Partial least squares Cox regression for genome-wide data

(2008) Ståle Nygård et al.   LIFETIME DATA ANALYSIS

Application of GA-MLR, GA-PLS and the DFT quantum mechanical (QM) calculations for the prediction of the selectivity coefficients of a histamine-selective electrode

(2008) Siavash Riahi et al.   SENSORS AND ACTUATORS B-CHEMICAL

Comments on: Augmenting the bootstrap to analyze high dimensional genomic data

(2008) Sündüz Keleş et al.   TEST

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

Modeling calcium channel antagonistic activity of dihydropyridine derivatives using QTMS indices analyzed by GA-PLS and PC-GA-PLS

(2007) Afshan Mohajeri et al.   JOURNAL OF MOLECULAR GRAPHICS & MODELLING