Extension and significance testing of Variable Importance in Projection (VIP) indices in Partial Least Squares regression and Principal Components Analysis

Authors: Mahieu, Benjamin, Qannari, El Mostafa, Jaillais, Benoît

Source: In Chemometrics and Intelligent Laboratory Systems 15 November 2023 242

Free JAR experiment: Data analysis and comparison with JAR task

Authors: Luc, Alexiane, Lê, Sébastien, Philippe, Mathilde, Qannari, El Mostafa, Vigneau, Evelyne

Source: In Food Quality and Preference June 2022 98

A general strategy for setting up supervised methods of multiblock data analysis

Authors: Tchandao Mangamana, Essomanda, Glèlè Kakaï, Romain, Qannari, El Mostafa

Source: In Chemometrics and Intelligent Laboratory Systems 15 October 2021 217

Predicting cetane number in diesel fuels using FTIR spectroscopy and PLS regression

Authors: Barra, Issam ^*, Kharbach, Mourad, Qannari, El Mostafa, Hanafi, Mohamed, Cherrah, Yahia, Bouklouze, Abdelaziz

Source: In Vibrational Spectroscopy November 2020 111

Discrimination of diesel fuels marketed in Morocco using FTIR, GC-MS analysis and chemometrics methods

Authors: Barra, Issam, Kharbach, Mourad, Bousrabat, Mohamed, Cherrah, Yahia, Hanafi, Mohamed, Qannari, El Mostafa, Bouklouze, Abdelaziz

Source: In Talanta 1 March 2020 209

Analysis and clustering of multiblock datasets by means of the STATIS and CLUSTATIS methods. Application to sensometrics

Authors: Llobell, Fabien, Cariou, Véronique, Vigneau, Evelyne, Labenne, Amaury, Qannari, El Mostafa

Source: In Food Quality and Preference January 2020 79

Unsupervised multiblock data analysis: A unified approach and extensions

Authors: Tchandao Mangamana, Essomanda, Cariou, Véronique, Vigneau, Evelyne, Glèlè Kakaï, Romain Lucas, Qannari, El Mostafa

Source: In Chemometrics and Intelligent Laboratory Systems 15 November 2019 194

Assessment of the agreement and cluster analysis of the respondents in a CATA experiment

Authors: Llobell, Fabien, Giacalone, Davide, Labenne, Amaury, Qannari, El Mostafa

Source: In Food Quality and Preference October 2019 77:184-190

Clustering datasets by means of CLUSTATIS with identification of atypical datasets. Application to sensometrics

Authors: Llobell, Fabien, Vigneau, Evelyne, Qannari, El Mostafa

Source: In Food Quality and Preference July 2019 75:97-104

A new approach for the analysis of data and the clustering of subjects in a CATA experiment

Authors: Llobell, Fabien, Cariou, Véronique, Vigneau, Evelyne, Labenne, Amaury, Qannari, El Mostafa

Source: In Food Quality and Preference March 2019 72:31-39

ComDim: From multiblock data analysis to path modeling

Authors: Cariou, Véronique, Qannari, El Mostafa, Rutledge, Douglas N., Vigneau, Evelyne

Source: In Food Quality and Preference July 2018 67:27-34

Maternal protein restriction during lactation induces early and lasting plasma metabolomic and hepatic lipidomic signatures of the offspring in a rodent programming model

Authors: Martin Agnoux, Aurore, El Ghaziri, Angélina, Moyon, Thomas, Pagniez, Anthony, David, Agnès, Simard, Gilles, Parnet, Patricia, Qannari, El Mostafa, Darmaun, Dominique, Antignac, Jean-Philippe, Alexandre-Gouabau, Marie-Cécile

Source: In The Journal of Nutritional Biochemistry May 2018 55:124-141

Sensometrics approaches in sensory and consumer research

Authors: Qannari, El Mostafa

Source: In Current Opinion in Food Science June 2017 15:8-13

A continuum decorrelation of the variables; Application to multivariate regression

Authors: Qannari, El Mostafa, Ghaziri, Angélina El, Hanafi, Mohamed

Source: In Chemometrics and Intelligent Laboratory Systems 15 March 2017 162:111-122

A continuum standardization of the variables. Application to principal components analysis and PLS-regression

Authors: El Ghaziri, Angélina, Qannari, El Mostafa

Source: In Chemometrics and Intelligent Laboratory Systems 15 November 2015 148:95-105

Measures of association between two datasets; Application to sensory data

Authors: El Ghaziri, Angélina, Qannari, El Mostafa

Source: In Food Quality and Preference March 2015 40 Part A:116-124

Significance test of the adjusted Rand index. Application to the free sorting task

Authors: Qannari, El Mostafa, Courcoux, Philippe, Faye, Pauline

Source: In Food Quality and Preference March 2014 32 Part A:93-97

Comparison of Sparse and Jack-knife partial least squares regression methods for variable selection

Authors: Karaman, İbrahim, Qannari, El Mostafa, Martens, Harald, Hedemann, Mette Skou, Knudsen, Knud Erik Bach, Kohler, Achim

Source: In Chemometrics and Intelligent Laboratory Systems 15 March 2013 122:65-77

Deflation strategies for multi-block principal component analysis revisited

Authors: Hassani, Sahar, Hanafi, Mohamed, Qannari, El Mostafa, Kohler, Achim

Source: In Chemometrics and Intelligent Laboratory Systems 15 January 2013 120:154-168

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

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

Source: In Chemometrics and Intelligent Laboratory Systems 15 August 2012 118:246-259