| 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 | 241 | 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 | 138 | 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 | 125 | 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 | 123 | 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 | 114 | 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 | 110 | 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 | 107 | 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 | 96 | 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 | 79 | 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 | 77 | 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 | 77 | 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 | 76 | 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 | 72 | 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 | 65 | 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 | 61 | 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 | 61 | 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 | 56 | 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 | 56 | 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 | 50 | 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 | 45 | 2013 |
Peyman MilanfarPrincipal Scientist / Director, Google ResearchVerified email at google.com
