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Jean-Luc GIRAUDEL
Expertise / Responsabilité
Statistiques, fouilles de données, Réseaux de neurones artificiels
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Publications
Wingert L., Cloutier Y., Halle, S., Bahloul A., Tessier D., Giraudel J.L., Dolez P., Tuduri L. (2019) Filtering Performances of 20 Protective Fabrics against Solid Aerosols, Journal of Occupational and Environmental Hygiene, 16, 592-606, doi: 10.1080/15459624.2019.1628967.
Munoz G., Giraudel J.L., Botta F., Lestremau F., Devier M.H., Budzinski H., Labadie P. (2015) Spatial distribution and partitioning behavior of selected poly- and perfluoroalkyl substances in freshwater ecosystems: A French nationwide survey, Science of the Total Environment, 517, 48-56, doi: 10.1016/j.scitotenv.2015.02.043.
Bottin M., Giraudel J.L., Lek S., Tison-Rosebery J. (2014) diatSOM: A R-package for diatom biotypology using self-organizing maps, Diatom Research, 29, 40425, doi: 10.1080/0269249X.2013.804447.
Giraudel J.L., Quere J.P., Spitz F. (2009) Artificial neural networks enable discrimination of taxa using morphological characters: an example with a problematic small mammal, the water vole (genus Arvicola) (Rodentia, Cricetidae), Mammalia, 73, 38-46.
Mounet F., Moing A., Garcia V., Petit J., Maucourt M., Deborde C., Bernillon S., Le Gall G., Colquhoun I., Defernez M., Giraudel J.L., Rolin D., Rothan C., Lemaire-Chamley M. (2009) Gene and metabolite regulatory network analysis of early developing fruit tissues highlights new candidate genes for the control of tomato fruit composition and development, Plant Physiology, 149, 1505-28.
Tison J., Giraudel J.L., Coste M. (2008) Evaluating the ecological status of rivers using an index of ecological distance: An application to diatom communities, Ecological Indicators, 8, 285-291.
Mounet F., Lemaire-Chamley M., Maucourt M., Cabasson C., Giraudel J.L., Deborde C., Lessire R., Gallusci P., Bertrand A., Gaudillere M., Rothan C., Rolin D., Moing A. (2007) Quantitative metabolic profiles of tomato flesh and seeds during fruit development: complementary analysis with ANN and PCA, Metabolomics, 3, 273-2883.
Tananaki C., Thrasyvoulou A., Giraudel J.L., Montury M. (2007) Determination of volatile characteristics of Greek and Turkish pine honey samples and their classification by using Kohonen self organising maps, Food Chemistry, 101, 1687-1693.
Tigrine N., Chemat F., Tuduri L., Giraudel J.L., Montury M. (2007) Relative characterization of rosemary samples according to their geographical origin by using microwave accelerated distillation- solid phase microextraction-and Kohonen self organizing maps, Analytical and Bioanalytical Chemistry, 389, 631-641.
De Boishebert V., Giraudel J.L., Montury M. (2006) Characterization of strawberry varieties by SPME-GC-MS and Kohonen self-organizing map, Chemometrics and Intelligent Laboratory Systems, 80, 13-23.
Gevrey M., Worner S., Kasabov N., Pitt J., Giraudel J.L. (2006) Estimating risk of events using SOM models: A case study on invasive species establishment, Ecological Modelling, 19, 361-372.
Park Y.S., Tison J., Lek S., Giraudel J.L., Coste M., Delmas F. (2006) Application of a self-organizing map to select representative species in multivariate analysis: A case study determining diatom distribution patterns across France, Ecological Informatics, 1, 247-257.
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