Modélisation de processus industriels par réseaux bayésiens orientés objet (RBOO). - Philippe Weber; Marie-Christine Suhner (Rev. d'Intelligence Artif., 2004)

Formalisation of a new prognosis model for supporting proactive maintenance implementation on industrial system. - Alexandre Muller; Marie-Christine Suhner; Benoît Iung (Reliab. Eng. Syst. Saf., 2008)

Neural Networks Ensemble for Quality Monitoring. - Philippe Thomas 001; Mélanie Noyel; Marie-Christine Suhner; Patrick Charpentier; André Thomas 001 (IJCCI, 2013)

Variance Sensitivity Analysis of Parameters for Pruning of a Multilayer Perceptron: Application to a Sawmill Supply Chain Simulation Model. - Philippe Thomas 001; Marie-Christine Suhner; André Thomas 001 (Adv. Artif. Neural Syst., 2013)

CART for Supply Chain Simulation Models Reduction - Application to a Sawmill Internal Supply Chain. - Philippe Thomas 001; Marie-Christine Suhner; André Thomas 001 (APMS (3), 2014)

Prediction Model Adaptation Thanks to Control Chart Monitoring - Application to Pollutants Prediction. - Philippe Thomas 001; William Derigent; Marie-Christine Suhner (IJCCI (NCTA), 2014)

A New Multilayer Perceptron Pruning Algorithm for Classification and Regression Applications. - Philippe Thomas 001; Marie-Christine Suhner (Neural Process. Lett., 2015)

Impact of Hidden Weights Choice on Accuracy of MLP with Randomly Fixed Hidden Neurons for Regression Problems. - Marie-Christine Suhner; Philippe Thomas 001 (IJCCI, 2017)

Neural Network Inverse Model for Quality Monitoring - Application to a High Quality Lackering Process. - Philippe Thomas 001; Marie-Christine Suhner; Emmanuel Zimmermann; Hind Bril El Haouzi; André Thomas 001; Mélanie Noyel (IJCCI, 2017)

Using a classifier ensemble for proactive quality monitoring and control: The impact of the choice of classifiers types, selection criterion, and fusion process. - Philippe Thomas 001; Hind Bril El Haouzi; Marie-Christine Suhner; André Thomas 001; Emmanuel Zimmermann; Mélanie Noyel (Comput. Ind., 2018)

Relearning procedure to adapt pollutant prediction neural model: Choice of relearning algorithm. - Philippe Thomas 001; Marie-Christine Suhner; William Derigent (IJCNN, 2019)