| Comparison of locally weighted PLS strategies for regression and discrimination on agronomic NIR data M Lesnoff, M Metz, JM Roger Journal of Chemometrics 34 (5), e3209, 2020 | 45 | 2020 |
| A novel robust PLS regression method inspired from boosting principles: RoBoost-PLSR M Metz, F Abdelghafour, JM Roger, M Lesnoff Analytica Chimica Acta 1179, 338823, 2021 | 26 | 2021 |
| Evaluation of a robust regression method (RoBoost-PLSR) to predict biochemical variables for agronomic applications: Case study of grape berry maturity monitoring A Courand, M Metz, D Héran, C Feilhes, F Prezman, E Serrano, ... Chemometrics and Intelligent Laboratory Systems 221, 104485, 2022 | 19 | 2022 |
| A “big-data” algorithm for KNN-PLS M Metz, M Lesnoff, F Abdelghafour, R Akbarinia, F Masseglia, JM Roger Chemometrics and Intelligent Laboratory Systems 203, 104076, 2020 | 19 | 2020 |
| Potential of multiway PLS (N-PLS) regression method to analyse time-series of multispectral images: A case study in agriculture E Lopez-Fornieles, G Brunel, F Rancon, B Gaci, M Metz, N Devaux, ... Remote Sensing 14 (1), 216, 2022 | 18 | 2022 |
| Subpixel detection of peanut in wheat flour using a matched subspace detector algorithm and near-infrared hyperspectral imaging A Laborde, B Jaillais, JM Roger, M Metz, DJR Bouveresse, L Eveleigh, ... Talanta 216, 120993, 2020 | 17 | 2020 |
| Potential of visible/near infrared spectroscopy coupled with chemometric methods for discriminating and estimating the thickness of clogging in drip-irrigation J Petit, N Ait-Mouheb, SM García, M Metz, B Molle, R Bendoula Biosystems Engineering 209, 246-255, 2021 | 16 | 2021 |
| A note on spectral data simulation M Metz, A Biancolillo, M Lesnoff, JM Roger Chemometrics and Intelligent Laboratory Systems 200, 103979, 2020 | 11 | 2020 |
| Combination of multivariate curve resolution with factorial discriminant analysis for the detection of grapevine diseases using hyperspectral imaging. A case study: Flavescence … SM Garcia, M Ryckewaert, F Abdelghafour, M Metz, D Moura, C Feilhes, ... Analyst 146 (24), 7730-7739, 2021 | 10 | 2021 |
| RoBoost-PLS2-R: an extension of RoBoost-PLSR method for multi-response M Metz, M Ryckewaert, S Mas-Garcia, R Bendoula, P Dardenne, ... Chemometrics and Intelligent Laboratory Systems 222, 104498, 2022 | 9 | 2022 |
| Massive spectral data analysis for plant breeding using parSketch-PLSDA method: Discrimination of sunflower genotypes M Ryckewaert, M Metz, D Héran, P George, B Grèzes-Besset, R Akbarinia, ... Biosystems Engineering 210, 69-77, 2021 | 6 | 2021 |
| Response oriented covariates selection (ROCS) for fast block order-and scale-independent variable selection in multi-block scenarios P Mishra, M Metz, F Marini, A Biancolillo, DN Rutledge Chemometrics and Intelligent Laboratory Systems 224, 104551, 2022 | 5 | 2022 |
| Dataset containing spectral data from hyperspectral imaging and sugar content measurements of grapes berries in various maturity stage M Ryckewaert, D Héran, C Feilhes, F Prezman, E Serrano, A Courand, ... Data in Brief 46, 108822, 2023 | 4 | 2023 |
| Un algorithme big-data pour la local-PLS M Metz, M Lesnoff, JM Roger HélioSPIR, 2019 | 1 | 2019 |
| ChemHouse, a research and development centre for chemometrics BB Jaillais, M Brandolini-Bunlon, JC Boulet, G Chaix, É Latrille, M Lesnoff, ... Congrès Analytics 2022, 2022 | | 2022 |
| Combinaison de la Méthode de Résolution Multivariée de Courbes avec la Méthode d’Analyse Discriminante Factorielle pour la Détection des Maladies de la Vigne à l'aide de l … SM Garcia, M Ryckewaert, F Abdelghafour, M Metz, D Moura, C Feilhes, ... 23 èmes Rencontres HélioSPIR., 2022 | | 2022 |
| Monitoring grape berry maturity by hyperspectral imaging: Potential of robust methods for sugar content prediction M Ryckewaert, D Heran, M Metz, C Feilhes, F Prezman, E Serrano, ... | | 2022 |
| ChemHouse: A research and development centre for chemometrics JC Boulet, M Brandolini-Bunlon, G Chaix, B Jaillais, E Latrille, M Lesnoff, ... NIR news 32 (7-8), 36-38, 2021 | | 2021 |
| Développement de méthodes chimiométriques pour le traitement des données massives M Metz Montpellier SupAgro, 2021 | | 2021 |
| Comparison between ParSketch-PLSDA and PLSDA in a context of large amounts of spectral data for sunflower genotype discrimination M Ryckewaert, M Metz, B Gaci, A Courand, D Heran, R Bendoula | | 2021 |
