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1

Degrees of freedom estimation in Principal Component Analysis and Consensus Principal Component Analysis

Sahar Hassani, Harald Martens, El Mostafa Qannari, Achim Kohler

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2012

Language:

english

File:

PDF, 3.39 MB

english, 2012

2

Multiple-correspondence analysis optical microscopy for determination of starch granules

M. F. Devaux, E. M. Qannari, D. J. Gallant

Journal:

Journal of Chemometrics

Year:

1992

Language:

english

File:

PDF, 777 KB

english, 1992

3

Multiblock redundancy analysis: interpretation tools and application in epidemiology

Stéphanie Bougeard, El Mostafa Qannari, Nicolas Rose

Journal:

Journal of Chemometrics

Year:

2011

Language:

english

File:

PDF, 808 KB

english, 2011

4

A new algorithm for latent root regression analysis

Evelyne Vigneau, El Mostafa Qannari

Journal:

Computational Statistics & Data Analysis

Year:

2002

Language:

english

File:

PDF, 122 KB

english, 2002

5

Latent root regression analysis: an alternative method to PLS

Dominique Bertrand, El Mostafa Qannari, Evelyne Vigneau

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2001

Language:

english

File:

PDF, 89 KB

english, 2001

6

A new method of regression on latent variables. Application to spectral data

E. Vigneau, E.M. Qannari, D. Bertrand

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2002

Language:

english

File:

PDF, 276 KB

english, 2002

7

A SIMPLE ALTERNATIVE TO GENERALIZED PROCRUSTES ANALYSIS: APPLICATION TO SENSORY PROFILING DATA

JOACHIM KUNERT, EL MOSTAFA QANNARI

Journal:

Journal of Sensory Studies

Year:

1999

Language:

english

File:

PDF, 472 KB

english, 1999

8

Prediction of the PCDD/F and dl-PCB 2005-WHO-TEQ content based on the contribution of six congeners: Toward a new screening approach for fish samples?

Ronan Cariou, Philippe Marchand, Anaïs Vénisseau, Aline Brosseaud, Dominique Bertrand, El Mostafa Qannari, Jean-Philippe Antignac, Bruno Le Bizec

Journal:

Environmental Pollution

Year:

2010

Language:

english

File:

PDF, 289 KB

english, 2010

9

Finding and explaining clusters of consumers using the CLV approach

Evelyne Vigneau, Isabella Endrizzi, El Mostafa Qannari

Journal:

Food Quality and Preference

Year:

2011

Language:

english

File:

PDF, 1001 KB

english, 2011

10

Use of ridits to analyse categorical data in preference studies

N. Pouplard, E.M. Qannari, S. Simon

Journal:

Food Quality and Preference

Year:

1997

Language:

english

File:

PDF, 461 KB

english, 1997

11

Model validation and error estimation in multi-block partial least squares regression

Sahar Hassani, Harald Martens, El Mostafa Qannari, Mohamed Hanafi, Achim Kohler

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2012

Language:

english

File:

PDF, 868 KB

english, 2012

12

Algorithms for multi-group PLS

Eslami, Aida, Qannari, El Mostafa, Kohler, Achim, Bougeard, Stéphanie

Journal:

Journal of Chemometrics

Year:

2014

Language:

english

File:

PDF, 617 KB

english, 2014

13

Quadratic PLS regression applied to external preference mapping

Cariou, V., Verdun, S., Qannari, E.M.

Journal:

Food Quality and Preference

Year:

2014

Language:

english

File:

PDF, 696 KB

english, 2014

14

Advances in Latent Variables || A Latent Variable Approach to Modelling Multivariate Geostatistical Skew-Normal Data

Carpita, Maurizio, Brentari, Eugenio, Qannari, El Mostafa

Year:

2015

Language:

english

File:

PDF, 275 KB

english, 2015

15

Analysis of multiblock datasets using ComDim: Overview and extension to the analysis of ( K + 1) datasets

El Ghaziri, Angélina, Cariou, Véronique, Rutledge, Douglas N., Qannari, El Mostafa

Journal:

Journal of Chemometrics

Year:

2016

Language:

english

File:

PDF, 921 KB

english, 2016

16

Hierarchical classification of microorganisms based on high-dimensional phenotypic data

Tafintseva, Valeria, Vigneau, Evelyne., Shapaval, Volha, Cariou, Véronique, Qannari, El Mostafa, Kohler, Achim

Journal:

Journal of Biophotonics

Year:

2017

Language:

english

File:

PDF, 1.28 MB

english, 2017

17

Statistical treatment of free sorting data by means of correspondence and cluster analyses

Cariou, V., Qannari, E.M.

Journal:

Food Quality and Preference

Year:

2018

Language:

english

File:

PDF, 960 KB

english, 2018

18

Principal component regression, ridge regression and ridge principal component regression in spectroscopy calibration

E. Vigneau, M. F. Devaux, E. M. Qannari, P. Robert

Journal:

Journal of Chemometrics

Year:

1997

Language:

english

File:

PDF, 160 KB

english, 1997

19

Multi-way models for sensory profiling data

Rasmus Bro, El Mostafa Qannari, Henk A. L. Kiers, Tormod Næs, Michael Bom Frøst

Journal:

Journal of Chemometrics

Year:

2008

Language:

english

File:

PDF, 434 KB

english, 2008

20

Shedding new light on Hierarchical Principal Component Analysis

Mohamed Hanafi, Achim Kohler, El Mostafa Qannari

Journal:

Journal of Chemometrics

Year:

2010

Language:

english

File:

PDF, 215 KB

english, 2010

21

Clustering of variables to analyze spectral data

E. Vigneau, K. Sahmer, E. M. Qannari, D. Bertrand

Journal:

Journal of Chemometrics

Year:

2005

Language:

english

File:

PDF, 223 KB

english, 2005

22

Editorial

Per Bruun Brockhoff, Tormod Næs, Mostafa Qannari

Journal:

Journal of Chemometrics

Year:

2005

Language:

english

File:

PDF, 27 KB

english, 2005

23

A simple continuum regression approach

El Mostafa Qannari, Mohamed Hanafi

Journal:

Journal of Chemometrics

Year:

2005

Language:

english

File:

PDF, 155 KB

english, 2005

24

Common components and specific weight analysis and multiple co-inertia analysis applied to the coupling of several measurement techniques

M. Hanafi, G. Mazerolles, E. Dufour, E. M. Qannari

Journal:

Journal of Chemometrics

Year:

2006

Language:

english

File:

PDF, 204 KB

english, 2006

25

Simplification and signification of principal components

Stéphanie Ledauphin, Mohamed Hanafi, El Mostafa Qannari

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2004

Language:

english

File:

PDF, 163 KB

english, 2004

26

Common components and specific weights analysis: A chemometric method for dealing with complexity of food products

G. Mazerolles, M. Hanafi, E. Dufour, D. Bertrand, E.M. Qannari

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2006

Language:

english

File:

PDF, 251 KB

english, 2006

27

Connections between multiple co-inertia analysis and consensus principal component analysis

Mohamed Hanafi, Achim Kohler, El-Mostafa Qannari

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2011

Language:

english

File:

PDF, 237 KB

english, 2011

28

Analysis of -omics data: Graphical interpretation- and validation tools in multi-block methods

Sahar Hassani, Harald Martens, El Mostafa Qannari, Mohamed Hanafi, Grethe Iren Borge, Achim Kohler

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2010

Language:

english

File:

PDF, 2.42 MB

english, 2010

29

Discrimination on latent components with respect to patterns. Application to multicollinear data

Hicham Nocairi, El Mostafa Qannari, Evelyne Vigneau, Dominique Bertrand

Journal:

Computational Statistics & Data Analysis

Year:

2005

Language:

english

File:

PDF, 218 KB

english, 2005

30

An alternative algorithm to the PLS B problem

M. Hanafi, E.M. Qannari

Journal:

Computational Statistics & Data Analysis

Year:

2005

Language:

english

File:

PDF, 181 KB

english, 2005

31

Continuum redundancy–PLS regression: A simple continuum approach

S. Bougeard, M. Hanafi, E.M. Qannari

Journal:

Computational Statistics & Data Analysis

Year:

2008

Language:

english

File:

PDF, 435 KB

english, 2008

32

Chemometric methods for the coupling of spectroscopic techniques and for the extraction of the relevant information contained in the spectral data tables

G Mazerolles, M.F Devaux, E Dufour, E.M Qannari, Ph. Courcoux

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2002

Language:

english

File:

PDF, 292 KB

english, 2002

33

Application of latent root regression for calibration in near-infrared spectroscopy. Comparison with principal component regression and partial least squares

Evelyne Vigneau, Dominique Bertrand, El Mostafa Qannari

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

1996

Language:

english

File:

PDF, 568 KB

english, 1996

34

Multidimensional statistical analysis applied to electron ionization mass spectra to determine steroid stereochemistry

Bruno Le Bizec, Jean-Philippe Antignac, Dominique Bertrand, El Mostafa Qannari, François Andre

Journal:

Rapid Communications in Mass Spectrometry

Year:

2005

Language:

english

File:

PDF, 288 KB

english, 2005

35

Multiblock latent root regression. Application to epidemiological data

Stéphanie Bougeard, Mohamed Hanafi, El Mostafa Qannari

Journal:

Computational Statistics

Year:

2007

Language:

english

File:

PDF, 354 KB

english, 2007

36

Studying variations in the PCDD/PCDF profile across various food products using multivariate statistical analysis

Jean-Philippe Antignac, Philippe Marchand, Christel Gade, Gilles Matayron, El Mostafa Qannari, Bruno Le Bizec, François Andre

Journal:

Analytical and Bioanalytical Chemistry

Year:

2006

Language:

english

File:

PDF, 278 KB

english, 2006

37

Comparison of three hypothesis testing approaches for the selection of the appropriate number of clusters of variables

Véronique Cariou, Stéphane Verdun, Emmanuelle Diaz, El Mostafa Qannari, Evelyne Vigneau

Journal:

Advances in Data Analysis and Classification

Year:

2009

Language:

english

File:

PDF, 370 KB

english, 2009

38

IDENTIFYING ASSESSOR DIFFERENCES IN WEIGHTING THE UNDERLYING SENSORY DIMENSIONS

EL MOSTAFA QANNARI, MICHAEL MEYNERS

Journal:

Journal of Sensory Studies

Year:

2001

Language:

english

File:

PDF, 424 KB

english, 2001

39

Statistical strategies for relating metabolomics and proteomics data: a real case study in nutrition research area

Moyon, Thomas, Le Marec, Fabien, Qannari, El Mostafa, Vigneau, Evelyne, Le Plain, Aurélie, Courant, Frédérique, Antignac, Jean-Philippe, Parnet, Patricia, Alexandre-Gouabau, Marie-Cécile

Journal:

Year:

2012

Language:

english

File:

PDF, 501 KB

english, 2012

40

Quadratic PLS1 regression revisited

Stéphane Verdun, Mohamed Hanafi, Véronique Cariou, El Mostafa Qannari

Journal:

Journal of Chemometrics

Year:

2012

Language:

english

File:

PDF, 169 KB

english, 2012

41

Application of Principal Component Analysis on NIR Spectral Collection after Elimination of Interference by a Least-Squares Procedure

Devaux, M. F., Bertrand, D., Robert, P., Qannari, M.

Journal:

Applied Spectroscopy

Year:

1988

Language:

english

File:

PDF, 425 KB

english, 1988

42

Application of Multidimensional Analyses to the Extraction of Discriminant Spectral Patterns from NIR Spectra

Devaux, M. F., Bertrand, D., Robert, P., Qannari, M.

Journal:

Applied Spectroscopy

Year:

1988

Language:

english

File:

PDF, 484 KB

english, 1988

43

Canonical Correlation Analysis of Mid- and Near-Infrared Oil Spectra

Vigneau, E., Devaux, M. F., Robert, P., Qannari, A., Safar, M.

Journal:

Applied Spectroscopy

Year:

1993

Language:

english

File:

PDF, 612 KB

english, 1993

44

Second Sensometrics Meeting — Edinburgh, 16–18 September 1994: Introduction on behalf of the organising committee

E.Anthony Hunter, Garmt B. Dijksterhuis, E.Mostafa Qannari, Halliday J.H. MacFie

Journal:

Food Quality and Preference

Year:

1995

Language:

english

File:

PDF, 180 KB

english, 1995

45

A hierarchy of models for analysing sensory data

El Mostafa Qannari, Ian Wakeling, Halliday J.H. MacFie

Journal:

Food Quality and Preference

Year:

1995

Language:

english

File:

PDF, 594 KB

english, 1995

46

A procedure for the analysis of time intensity curves

Stéphanie Ledauphin, Evelyne Vigneau, El Mostafa Qannari

Journal:

Food Quality and Preference

Year:

2006

Language:

english

File:

PDF, 356 KB

english, 2006

47

A cluster approach to analyze preference data: Choice of the number of clusters

Karin Sahmer, Evelyne Vigneau, El Mostafa Qannari

Journal:

Food Quality and Preference

Year:

2006

Language:

english

File:

PDF, 274 KB

english, 2006

48

Assessment of the agreement among the subjects in fixed vocabulary profiling

Stéphanie Ledauphin, Mohamed Hanafi, El Mostafa Qannari

Journal:

Food Quality and Preference

Year:

2006

Language:

english

File:

PDF, 143 KB

english, 2006

49

Introduction

Ph. Courcoux, E.M. Qannari, P. Schlich

Journal:

Food Quality and Preference

Year:

2006

Language:

english

File:

PDF, 199 KB

english, 2006

50

A Markovian model to study products shelf-lives

Stéphanie Ledauphin, Denys Pommeret, El Mostafa Qannari

Journal:

Food Quality and Preference

Year:

2006

Language:

english

File:

PDF, 148 KB

english, 2006

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