Ludovic Duponchel

发表

Interpretation and improvement of an artificial neural network MIR calibration

Cyril Ruckebusch, Ludovic Duponchel, Jean-Pierre Huvenne, 2002 .

Neural network modelling for very small spectral data sets: reduction of the spectra and hierarchical approach

Cyril Ruckebusch, Ludovic Duponchel, Jean-Pierre Huvenne, 2000 .

Topological data analysis (TDA) applied to reveal pedogenetic principles of European topsoil system.

Ludovic Duponchel, Gergely Toth, Aleksandar Savic, 2017, The Science of the total environment.

When remote sensing meets topological data analysis

Ludovic Duponchel, L. Duponchel, 2018 .

Parallel genetic algorithm co-optimization of spectral pre-processing and wavelength selection for PLS regression

Ludovic Duponchel, Olivier Devos, L. Duponchel, 2011 .

Neighbouring pixel data augmentation: a simple way to fuse spectral and spatial information for hyperspectral imaging data analysis

Ludovic Duponchel, Frédéric Jamme, 2017 .

Multivariate Curve Resolution Methods in Imaging Spectroscopy: Influence of Extraction Methods and Instrumental Perturbations

Cyril Ruckebusch, Ludovic Duponchel, Jean-Pierre Huvenne, 2003, J. Chem. Inf. Comput. Sci..

Time-Resolved Step-Scan FT-IR Spectroscopy: Focus on Multivariate Curve Resolution

Cyril Ruckebusch, Ludovic Duponchel, Jean-Pierre Huvenne, 2003, J. Chem. Inf. Comput. Sci..

Chemometrics for image resolution: revealing the meaning of the raw measurement

Romà Tauler, Ludovic Duponchel, A. de Juan, 2006 .

Topological data analysis: A new tool for big data exploration

Ludovic Duponchel, 2015 .

Genetic algorithm based simultaneous optimization of preprocessing and variable selection for PLS models

Ludovic Duponchel, Olivier Devos, 2010 .

Ancient Stamps: Regummed or not? A Pattern Recognition-Spectroscopic Study

Ludovic Duponchel, Silvia Lanteri, Paolo Oliveri, 2015 .

Classification of challenging Laser-Induced Breakdown Spectroscopy soil sample data - EMSLIBS contest

Cécile Fabre, Pavel Pořízka, Jozef Kaiser, 2020, Spectrochimica Acta Part B: Atomic Spectroscopy.

Chemometrics tool for Image Analysis

Marcel Maeder, Romà Tauler, Ludovic Duponchel, 2009 .

Parallel GA-based wrapper feature selection for spectroscopic data mining

El-Ghazali Talbi, Nouredine Melab, Ludovic Duponchel, 2002, Proceedings 16th International Parallel and Distributed Processing Symposium.

Quantitative analysis of latex in coating papers by ATR-FTIR spectrosopy

Nathalie Dupuy, Jean Pierre Huvenne, Ludovic Duponchel, 1994, Other Conferences.

Trappist beer identification by vibrational spectroscopy: A chemometric challenge posed at the ‘Chimiométrie 2010’ congress

Cyril Ruckebusch, Ludovic Duponchel, Vincent Baeten, 2012 .

When MCR-ALS pushes back the limits of instrumentation

Ludovic Duponchel, 2016 .

Using EAs for Error Prediction in Near Infrared Spectroscopy

Cyril Fonlupt, Denis Robilliard, El-Ghazali Talbi, 2002, EvoWorkshops.

Robust variable selection in the framework of classification with label noise and outliers: Applications to spectroscopic data in agri-food.

Thomas Brendan Murphy, Francesca Greselin, Ludovic Duponchel, 2020, Analytica chimica acta.

Increasing the spatial resolution of near infrared chemical images (NIR-CI): The super-resolution paradigm applied to pharmaceutical products

Ludovic Duponchel, Yves Roggo, Marc Offroy, 2012 .

Exploring hyperspectral images with topological data analysis.

Ludovic Duponchel, 2017 .

Robust variable selection in the framework of classification with label noise and outliers: Applications to spectroscopic data in agri-food.

Thomas Brendan Murphy, Francesca Greselin, Ludovic Duponchel, 2021, Analytica chimica acta.

Highly sensitive terahertz spectroscopy in microsystem

Ludovic Duponchel, Renato Froidevaux, Bertrand Bocquet, 2012 .

Quality evaluation of sugar beet (Beta vulgaris) by near-infrared spectroscopy.

Ludovic Duponchel, Yves Roggo, L. Duponchel, 2004, Journal of agricultural and food chemistry.

Infrared chemical imaging: spatial resolution evaluation and super-resolution concept.

Peyman Milanfar, Ludovic Duponchel, Yves Roggo, 2010, Analytica chimica acta.

Topological data analysis: A promising big data exploration tool in biology, analytical chemistry and physical chemistry.

Ludovic Duponchel, Marc Offroy, M. Offroy, 2016, Analytica chimica acta.

Exploration of megapixel hyperspectral LIBS images using principal component analysis

Ludovic Duponchel, S. Moncayo, Frédéric Pelascini, 2018 .

Simultaneous data pre-processing and SVM classification model selection based on a parallel genetic algorithm applied to spectroscopic data of olive oils.

Ludovic Duponchel, Olivier Devos, Gerard Downey, 2014, Food chemistry.

Combination of mid-infrared spectroscopy and chemometric factorization tools to study the oxidation of lubricating base oils

Sébastien Thomas, Ludovic Duponchel, Philippe Bazin, 2010 .

Multivariate curve resolution of step-scan FTIR spectral data

Cyril Ruckebusch, Ludovic Duponchel, Javier Saurina, 2004 .

Characterisation of heavy oils using near-infrared spectroscopy: optimisation of pre-processing methods and variable selection.

Cyril Ruckebusch, Ludovic Duponchel, François Wahl, 2011, Analytica chimica acta.

Gaussian mixture models for the classification of high-dimensional data Application to near infrared spectroscopy data

Charles Bouveyron, Julien Jacques, Cyril Ruckebusch, 2010 .

Sucrose Content Determination of Sugar Beets by near Infrared Reflectance Spectroscopy. Comparison of Calibration Methods and Calibration Transfer

Ludovic Duponchel, L. Duponchel, J. Huvenne, 2002 .

In-line and real-time prediction of recombinant antibody titer by in situ Raman spectroscopy.

Ludovic Duponchel, Olivier Devos, L. Duponchel, 2015, Analytica chimica acta.

Standardisation of near-IR spectrometers using artificial neural networks

Cyril Ruckebusch, Ludovic Duponchel, Pierre Legrand, 1999 .

Classification of Green Coffees by FT-IR Analysis of Dry Extract

Nathalie Dupuy, Jean Pierre Huvenne, Ludovic Duponchel, 1995 .

Terahertz microfluidic sensor for in situ exploration of hydration shell of molecules

Ludovic Duponchel, Bertrand Bocquet, Anthony Treizebre, 2013 .

Coherent anti-Stokes Raman scattering under electric field stimulation

Vincent Couderc, Ludovic Duponchel, Dominique Pagnoux, 2016 .

Quantitative determination of polymer and mineral content in paper coatings by infrared spectroscopy. Improvements by non-linear treatments

Nathalie Dupuy, Cyril Ruckebusch, Ludovic Duponchel, 1996 .

Comparison of supervised pattern recognition methods with McNemar’s statistical test: Application to qualitative analysis of sugar beet by near-infrared spectroscopy

Ludovic Duponchel, L. Duponchel, J. Huvenne, 2003 .

Pushing back the limits of Raman imaging by coupling super-resolution and chemometrics for aerosols characterization

Peyman Milanfar, Ludovic Duponchel, Marc Offroy, 2015, Scientific Reports.

Developing global regression models for metabolite concentration prediction regardless of cell line

Ludovic Duponchel, L. Duponchel, S. André, 2017, Biotechnology and bioengineering.

Super-resolution and Raman chemical imaging: from multiple low resolution images to a high resolution image.

Peyman Milanfar, Cyril Ruckebusch, Ludovic Duponchel, 2008, Analytica chimica acta.

Exploring hyperspectral imaging data sets with topological data analysis.

Ludovic Duponchel, L. Duponchel, 2018, Analytica chimica acta.

Statistical tests for comparison of quantitative and qualitative models developed with near infrared spectral data

Cyril Ruckebusch, Ludovic Duponchel, L. Duponchel, 2003 .

Combination of mid-infrared spectroscopy and curve resolution method to follow the antioxidant action of alkylated diphenylamines

Sébastien Thomas, Ludovic Duponchel, Frédéric Thibault-Starzyk, 2011 .

Mammalian cell culture monitoring using in situ spectroscopy: Is your method really optimised?

Ludovic Duponchel, L. Duponchel, S. André, 2017, Biotechnology progress.

Hydrolysis of hemoglobin surveyed by infrared spectroscopy : II. Progress predicted by chemometrics

Pascal Dhulster, Cyril Ruckebusch, Ludovic Duponchel, 1999 .