Ludovic Duponchel
Ludovic Duponchel
LASIRE, Unersity of Lille
Verified email at - Homepage
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Support vector machines (SVM) in near infrared (NIR) spectroscopy: Focus on parameters optimization and model interpretation
O Devos, C Ruckebusch, A Durand, L Duponchel, JP Huvenne
Chemometrics and Intelligent Laboratory Systems 96 (1), 27-33, 2009
Simultaneous data pre-processing and SVM classification model selection based on a parallel genetic algorithm applied to spectroscopic data of olive oils
O Devos, G Downey, L Duponchel
Food chemistry 148, 124-130, 2014
Classification of edible fats and oils by principal component analysis of Fourier transform infrared spectra
N Dupuy, L Duponchel, JP Huvenne, B Sombret, P Legrand
Food chemistry 57 (2), 245-251, 1996
Resolution and segmentation of hyperspectral biomedical images by multivariate curve resolution-alternating least squares
S Piqueras, L Duponchel, R Tauler, A De Juan
Analytica chimica acta 705 (1-2), 182-192, 2011
Comparison of supervised pattern recognition methods with McNemar’s statistical test: Application to qualitative analysis of sugar beet by near-infrared spectroscopy
Y Roggo, L Duponchel, JP Huvenne
Analytica Chimica Acta 477 (2), 187-200, 2003
Chemometric tools for image analysis
A Juan, S Piqueras, M Maeder, T Hancewicz, L Duponchel, R Tauler
Infrared and Raman Spectroscopic Imaging: Second, Completely Revised and …, 2014
The organization pattern of root border-like cells of Arabidopsis is dependent on cell wall homogalacturonan
C Durand, M Vicré-Gibouin, ML Follet-Gueye, L Duponchel, M Moreau, ...
Plant physiology 150 (3), 1411-1421, 2009
Multivariate curve resolution methods in imaging spectroscopy: influence of extraction methods and instrumental perturbations
L Duponchel, W Elmi-Rayaleh, C Ruckebusch, JP Huvenne
Journal of Chemical information and computer sciences 43 (6), 2057-2067, 2003
Metal-induced malformations in early Palaeozoic plankton are harbingers of mass extinction
TRA Vandenbroucke, P Emsbo, A Munnecke, N Nuns, L Duponchel, ...
Nature Communications 6 (1), 7966, 2015
Topological data analysis: A promising big data exploration tool in biology, analytical chemistry and physical chemistry
M Offroy, L Duponchel
Analytica chimica acta 910, 1-11, 2016
Quality evaluation of sugar beet (Beta vulgaris) by near-infrared spectroscopy
Y Roggo, L Duponchel, JP Huvenne
Journal of agricultural and food chemistry 52 (5), 1055-1061, 2004
Characterisation of heavy oils using near-infrared spectroscopy: optimisation of pre-processing methods and variable selection
J Laxalde, C Ruckebusch, O Devos, N Caillol, F Wahl, L Duponchel
Analytica Chimica Acta 705 (1-2), 227-234, 2011
Monitoring polymorphic transformations by using in situ Raman hyperspectral imaging and image multiset analysis
S Piqueras, L Duponchel, R Tauler, A De Juan
Analytica chimica acta 819, 15-25, 2014
Parallel genetic algorithm co-optimization of spectral pre-processing and wavelength selection for PLS regression
O Devos, L Duponchel
Chemometrics and Intelligent Laboratory Systems 107 (1), 50-58, 2011
Exploration of megapixel hyperspectral LIBS images using principal component analysis
S Moncayo, L Duponchel, N Mousavipak, G Panczer, F Trichard, ...
Journal of Analytical Atomic Spectrometry 33 (2), 210-220, 2018
In-line and real-time prediction of recombinant antibody titer by in situ Raman spectroscopy
S André, L Saint Cristau, S Gaillard, O Devos, É Calvosa, L Duponchel
Analytica Chimica Acta 892, 148-152, 2015
Statistical tests for comparison of quantitative and qualitative models developed with near infrared spectral data
Y Roggo, L Duponchel, C Ruckebusch, JP Huvenne
Journal of molecular structure 654 (1-3), 253-262, 2003
Sucrose content determination of sugar beets by near infrared reflectance spectroscopy. Comparison of calibration methods and calibration transfer
Y Roggo, L Duponchel, B Noe, JP Huvenne
Journal of Near Infrared Spectroscopy 10 (2), 137-150, 2002
Matrix augmentation for breaking rank-deficiency: A case study
C Ruckebusch, A De Juan, L Duponchel, JP Huvenne
Chemometrics and Intelligent Laboratory Systems 80 (2), 209-214, 2006
Chemometric strategies to unmix information and increase the spatial description of hyperspectral images: a single-cell case study
S Piqueras, L Duponchel, M Offroy, F Jamme, R Tauler, A De Juan
Analytical chemistry 85 (13), 6303-6311, 2013
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