| A comparison of self-organizing map algorithm and some conventional statistical methods for ecological community ordination JL Giraudel, S Lek Ecological Modelling 146 (1-3), 329-339, 2001 | 414 | 2001 |
| Gene and metabolite regulatory network analysis of early developing fruit tissues highlights new candidate genes for the control of tomato fruit composition and development F Mounet, A Moing, V Garcia, J Petit, M Maucourt, C Deborde, S Bernillon, ... Plant Physiology 149 (3), 1505-1528, 2009 | 234 | 2009 |
| Utilisation of non-supervised neural networks and principal component analysis to study fish assemblages S Brosse, JL Giraudel, S Lek Ecological Modelling 146 (1-3), 159-166, 2001 | 152 | 2001 |
| Application of a self-organizing map to select representative species in multivariate analysis: a case study determining diatom distribution patterns across France YS Park, J Tison, S Lek, JL Giraudel, M Coste, F Delmas Ecological Informatics 1 (3), 247-257, 2006 | 134 | 2006 |
| Quantitative metabolic profiles of tomato flesh and seeds during fruit development: complementary analysis with ANN and PCA F Mounet, M Lemaire-Chamley, M Maucourt, C Cabasson, JL Giraudel, ... Metabolomics 3 (3), 273-288, 2007 | 128 | 2007 |
| Spatial analysis of stream invertebrates distribution in the Adour-Garonne drainage basin (France), using Kohonen self organizing maps R Céréghino, JL Giraudel, A Compin Ecological Modelling 146 (1-3), 167-180, 2001 | 127 | 2001 |
| Spatial distribution and partitioning behavior of selected poly-and perfluoroalkyl substances in freshwater ecosystems: a French nationwide survey G Munoz, JL Giraudel, F Botta, F Lestremau, MH Dévier, H Budzinski, ... Science of the Total Environment 517, 48-56, 2015 | 125 | 2015 |
| Determination of volatile characteristics of Greek and Turkish pine honey samples and their classification by using Kohonen self organising maps CH Tananaki, A Thrasyvoulou, JL Giraudel, M Montury Food Chemistry 101 (4), 1687-1693, 2007 | 125 | 2007 |
| Predicting stream nitrogen concentration from watershed features using neural networks S Lek, M Guiresse, JL Giraudel Water Research 33 (16), 3469-3478, 1999 | 121 | 1999 |
| Water quality assessment using diatom assemblages and advanced modelling techniques M Gevrey, F Rimet, YS Park, JL Giraudel, L Ector, S Lek Freshwater biology 49 (2), 208-220, 2004 | 108 | 2004 |
| Estimating risk of events using SOM models: A case study on invasive species establishment M Gevrey, S Worner, N Kasabov, J Pitt, JL Giraudel Ecological Modelling 197 (3-4), 361-372, 2006 | 85 | 2006 |
| Assessment of strawberry aroma through SPME/GC and ANN methods. Classification and discrimination of varieties L Urruty, JL Giraudel, S Lek, P Roudeillac, M Montury Journal of agricultural and food chemistry 50 (11), 3129-3136, 2002 | 64 | 2002 |
| Relative characterization of rosemary samples according to their geographical origins using microwave-accelerated distillation, solid-phase microextraction and Kohonen self … N Tigrine-Kordjani, F Chemat, BY Meklati, L Tuduri, JL Giraudel, ... Analytical and Bioanalytical Chemistry 389, 631-641, 2007 | 56 | 2007 |
| Neuronal networks: algorithms and architectures for ecologists and evolutionary ecologists S Lek, JL Giraudel, JF Guégan Artificial Neuronal Networks, 3-27, 2000 | 53 | 2000 |
| Application of the Self-Organizing Mapping and Fuzzy Clustering to Microsatellite Data: How to Detect Genetic Structure in Brown Trout (Salmo trutta) Populations JL Giraudel, D Aurelle, P Berrebi, S Lek Artificial Neuronal Networks, 187-202, 2000 | 50 | 2000 |
| Characterization of strawberry varieties by SPME–GC–MS and Kohonen self-organizing map V de Boishebert, JL Giraudel, M Montury Chemometrics and Intelligent Laboratory Systems 80 (1), 13-23, 2006 | 48 | 2006 |
| Use of unsupervised neural networks for ecoregional zoning of hydrosystems through diatom communities: case study of Adour-Garonne watershed (France). J Tison, JL Giraudel, M Coste, YS Park, F Delmas | 46 | 2004 |
| Microsatellites and artificial neural networks: tools for the discrimination between natural and hatchery brown trout (Salmo trutta, L.) in Atlantic populations D Aurelle, S Lek, JL Giraudel, P Berrebi Ecological modelling 120 (2-3), 313-324, 1999 | 46 | 1999 |
| Rapid headspace solid-phase microextraction–gas chromatographic–time-of-flight mass spectrometric method for qualitative profiling of ice wine volatile fraction: III. Relative … JL Giraudel, L Setkova, J Pawliszyn, M Montury Journal of Chromatography A 1147 (2), 241-253, 2007 | 35 | 2007 |
| Evaluating the ecological status of rivers using an index of ecological distance: An application to diatom communities J Tison, JL Giraudel, M Coste Ecological indicators 8 (3), 285-291, 2008 | 33 | 2008 |
