Fabrice Rossi

Mean Absolute Percentage Error for regression models

Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand et al. · Neurocomputing · 2016 · 1.4K citations · Full text

Regression Models, Robust Statistic, Estimation Statistic +2

Mutual information for the selection of relevant variables in spectrometric nonlinear modelling

Fabrice Rossi, Amaury Lendasse, D. François et al. · Chemometrics and Intelligent Laboratory Systems · 2005 · 216 citations · Full text

Relevant Variables, Parameter Identification, Parameter Estimation +9

Support vector machine for functional data classification

Fabrice Rossi, Nathalie Villa · Neurocomputing · 2006 · 203 citations · Full text

Data Classification, Support Vector Machine, Classification Method +10

The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

Angelos Chatzimparmpas, Rafael M. Martins, Ilir Jusufi et al. · Computer Graphics Forum · 2020 · 176 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

Resampling methods for parameter-free and robust feature selection with mutual information

D. François, Fabrice Rossi, Vincent Wertz et al. · Neurocomputing · 2007 · 129 citations · Full text

Image Analysis, Machine Learning, Data Science +13