Mohamed Hanafi

Visiting Scientist Period of stay: 12/02/2007-12/08/2007 Institute of Origin: ENITIAA Sensometrics and Chemometrics Group (ENITIAA-INRA) Rue de la Géraudière. BP 82225 44322 Nantes Cedex 3, France

Contact person at Nofima Mat:
Achim Kohler

Topic of Work:
"Multiblock and multiway techniques for biospectroscopy and sensory analysis"

Field of research:

• Multivariate (multiway and multiblock) analyses
• Algorithms and Optimization principles for multiblock and multiway techniques
• Linear and multilinear methods for statistics
• Structural equation modelling and PLS path modelling
• Continuum approaches for Regression and for discrimination

Field of applications and developments

• Biospectroscopy
• Sensory sciences
• Image analysis

Publications:

• Hanafi, M. (2007). PLS Path Modelling: computation of latent variables with the estimation mode B. Computationnal Statistics. (In press)
• Bougeard, S. Hanafi, M. Qannari, EM. (2006). Multiblock latent root regression. Application to epidemiological data . Computationnal Statistic. (In press)
• Laffont, J.L. Hanafi, M. Wright, K. (2006). Numerical and Graphical measures to facilitate the interpretation of GGE Biplots. Crop Science. (In press)
• Hanafi, M. Mazerolles, G. Dufour, E. Qannari, EM. (2006). Common components and specific weight analysis and multiple Co-inertia analysis applied to the coupling of several measurement techniques. Journal of Chemometrics. 20, 172-183.
• Tenenhaus, M. Hanafi, M. (2006). A bridge between PLS Path Modelling and Multi-Block Data Analysis. In Handbook of Partial Least Squares (PLS): Concepts, Methods and Applications, (V. Esposito Vinzi, J. Henseler, W. Chin, H. Wang, Eds), Volume II in the series of the Handbooks of Computational Statistics, Springer Verlag Heidelberg - Berlin. ( sous presse)
• Hanafi, M. Kiers, H.A.L. (2006). Analysis of K sets of Data with differentiel Emphasis on agreement between and within sets. Computational Statistics and Data Analysis, 51, (3), 1491-1508.
• Ledauphin, S. Qannari, EM. Hanafi, M. (2006). Détermination et validation d’un tableau compromis en profil sensoriel conventionnel. Revue de Statistique Appliquée, LIV, (1), 47-60.
• Noçairi, H. Qannari, EM. Hanafi, M. (2006). A simple regularization procedure for discrimination analysis. Communications in Statistics. Simulation and Computation, 35, (4), 957-967.
• Sahmer, K. Hanafi, M. Qannari, EM (2006). Assessing Unidimensionality within PLS Path Modeling Framework, in: M. Spiliopoulou, R. Kruse, A. Nürnberger, C. Borgelt, W. Gaul. From Data and Information Analysis to Knowledge Engineering. Volume 30 of Studies in Classification, Data Analysis, and Knowledge Organization, Springer Verlag Heidelberg - Berlin, 222-229.
• Preys, S. Mazerolles, G. Courcoux, Ph. Samson, A. Fischer, U. Hanafi, M. Bertrand, D. Cheynier, V. (2006). Relationship between polyphenolic composition and some sensory properties in red wines using multiway analyses. Analytica chimica acta, 563, 126-136.
• Bougeard, S. Hanafi, M. Noçairi, H. Qannari, EM. (2006). Multibloc canonical correlation and redundancy analyses for categorical variables : application to epidemiological data. Multiple correspondence analysis and related methods, (V. Greenacre, J. Blasius, Eds), Chapman & Hall, 393-404.
• Mazerolles, G. Hanafi, M. Dufour, E. Bertrand, D. Qannari, EM. (2006). Common components and specific weights analysis: A chemometric method for dealing with complexity of food products. Chemometrics and Intelligent Laboratory Systems, 81, 41-49.
• Qannari, EM. Hanafi, M. (2005). A simple continuum regression approach. Journal of chemometrics. 19, 387-392.
• Ledauphin, S. Hanafi, M. Qannari, EM. (2005). Assessment of the agreement among the subjects in fixed vocabulary profiling. Food Quality and Preferences, 17, 277-280.
• Kulmyrzaeva, A. Dufour, E. Noël, Y. Hanafi, M. Karouia, R. Qannari, EM. Mazerolles, G. (2005). Investigation at the molecular level of soft cheese quality and ripening by infrared and fluorescence spectroscopies and chemometrics-relationships with rheology properties. International Dairy Journal, 15, 669-678.
• Hanafi, M. Qannari, EM. (2005). An alternative algorithm to PLS B problem. Computational Statistics and Data Analysis, 48, 63-67.
• Noçairi, H. Hanafi, M. Qannari, EM. (2005). Approche Continuum de la discrimination. Revue de statistique Appliquée. LIII, (2), 29-41
• Ledauphin, S. Hanafi, M. Qannari, EM. (2004). Simplification and signification of principal components. Chemometrics and Intelligent Laboratory Systems, 74, 277-281.
• Kessita, G. Cazes, P. Hanafi, M. Lafosse, R. (2004). Proposition d’analyses factorielles du lien entre deux tableaux de variables partitionnés. Revue de Statistique Appliquée, LII, (3), 73-92.
• Hanafi, M. Ten Berge J.M.F. (2003). Global Optimality of the successive MaxBet Algorithm. Psychometrika, 68, (1), 97-104
• Hanafi, M. Lafosse, R. (2001). Généralisations de la régression simple pour analyser la dépendance de K ensembles de variables avec un (K+1)ème. Revue de Statistique Appliquée, XLIX, (1), 5-30.
• Lafosse, R. Hanafi, M. (1997). Concordance d'un tableau avec K tableaux : définition de (K+1)-uples synthétiques. Revue de Statistique Appliquée, XLV, (4), 111-126.
• Chessel, D. Hanafi, M. (1996). Analyses de la Co-inertie de K nuages de points. Revue de Statistique Appliquée, XLVI, (2), 35-60.

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