Multiclass partial least squares discriminant analysis: Taking the right way-A critical tutorial

Authentication of juices from antioxidant and chemical perspectives: A feasibility quality control study using chemometrics

(2017) Marina Fidelis et al.   FOOD CONTROL

The Monte Carlo validation framework for the discriminant partial least squares model extended with variable selection methods applied to authenticity studies of Viagra® based on chromatographic impurity profiles

(2016) B. Krakowska et al.   ANALYST

Rigorous and compliant approaches to one-class classification

(2016) Oxana Ye. Rodionova et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Discriminant analysis is an inappropriate method of authentication

(2016) Oxana Ye. Rodionova et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Partial least squares density modeling (PLS-DM) – A new class-modeling strategy applied to the authentication of olives in brine by near-infrared spectroscopy

(2014) Paolo Oliveri et al.   ANALYTICA CHIMICA ACTA

On the type II error in SIMCA method

(2014) Alexey L. Pomerantsev et al.   JOURNAL OF CHEMOMETRICS

Partial least squares discriminant analysis: taking the magic away

(2014) Richard G. Brereton et al.   JOURNAL OF CHEMOMETRICS

Characterization of Conventional, Biodynamic, and Organic Purple Grape Juices by Chemical Markers, Antioxidant Capacity, and Instrumental Taste Profile

(2014) Daniel Granato et al.   JOURNAL OF FOOD SCIENCE

Quantitative risk assessment in classification of drugs with identical API content

(2014) O.Ye. Rodionova et al.   JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS

Concept and role of extreme objects in PCA/SIMCA

(2013) Alexey L. Pomerantsev et al.   JOURNAL OF CHEMOMETRICS

Multivariate class modeling for the verification of food-authenticity claims

(2012) Paolo Oliveri et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Multi-class classification with probabilistic discriminant partial least squares (p-DPLS)

(2010) Néstor F. Pérez et al.   ANALYTICA CHIMICA ACTA

Some common misunderstandings in chemometrics

(2010) Karin Kjeldahl et al.   JOURNAL OF CHEMOMETRICS

Comparison and combination of spectroscopic techniques for the detection of counterfeit medicines

(2010) Pierre-Yves Sacré et al.   JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS

Class-modeling techniques, classic and new, for old and new problems

(2008) M. Forina et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Acceptance areas for multivariate classification derived by projection methods

(2008) Alexey L. Pomerantsev   JOURNAL OF CHEMOMETRICS

Assessment of PLSDA cross validation

(2008) Johan A. Westerhuis et al.   Metabolomics