From batch to recursive outlier-robust identification of non-linear dynamic systems with neural networks. - Philippe Thomas 001; Gérard Bloch (ICNN, 1996)

Accommodation to outliers in identification of non linear SISO systems with neural networks. - Gérard Bloch; Philippe Thomas 001; Didier Theilliol (Neurocomputing, 1997)

A multistage on-line learning rule for multilayer neural network. - Philippe Thomas 001; Gérard Bloch; Claude Humbert (ESANN, 1998)

Neural Modeling of an Induction Furnace Using Robust Learning Criteria. - Philippe Thomas 001; Gérard Bloch; Franck Sirou; Vincent Eustache (Integr. Comput. Aided Eng., 1999)

Model-based traffic monitoring by means of neural networks. - Dimitri Lefebvre; Philippe Thomas 001; Jean-Marc Thiriet; Nadhir Messai; Abdellah El Moudni (CDC, 2000)

Fuzzy granular systems for the modeling of road traffic networks. - Dimitri Lefebvre; Philippe Thomas 001 (SMC, 2001)

Continuous Petri nets models for the analysis of traffic urban networks. - Chérif Tolba; Dimitri Lefebvre; Philippe Thomas 001; Abdellah El Moudni (SMC, 2001)

System design through MATLAB, control toolbox and SIMULINK: Krishna K. Singh and Gayatri Agnihotri; Springer, London, 2001, ISBN 1-85233-337-5. - Philippe Thomas 001 (Autom., 2002)

Optimal neural networks architectures for the flow-density relationships of traffic models. - Nadhir Messai; Philippe Thomas 001; Dimitri Lefebvre; Abdellah El Moudni (Math. Comput. Simul., 2002)

Fault detection and isolation in non-linear systems by using oversized neural networks. - Philippe Thomas 001; Dimitri Lefebvre (Math. Comput. Simul., 2002)

Source and Sink Transitions Controllers for Continuous Petri Nets: A Gradient-Based Approach. - Dimitri Lefebvre; Edouard Leclercq; Fabrice Druaux; Philippe Thomas 001 (ADHS, 2003)

Performances evaluation of the traffic control in a single crossroad by Petri nets. - Chérif Tolba; Philippe Thomas 001; Abdellah El Moudni; Dimitri Lefebvre (ETFA (2), 2003)

Parameters Estimation For Timed And Continuous Petri Nets: Application To The Identification And Monitoring Of Hybrid Systems. - Dimitri Lefebvre; Philippe Thomas 001 (Cybern. Syst., 2005)

Continuous and timed Petri nets for the macroscopic and microscopic traffic flow modelling. - Chérif Tolba; Dimitri Lefebvre; Philippe Thomas 001; Abdellah El Moudni (Simul. Model. Pract. Theory, 2005)

Simulation Reduction Models Approach Using Neural Network. - Philippe Thomas 001; Denise Choffel; André Thomas 001 (UKSim, 2008)

Elagage d'un perceptron multicouches : utilisation de l'analyse de la variance de la sensibilité des paramètres - Philippe Thomas 001; André Thomas 001 (CoRR, 2008)

Sélection de la structure d'un perceptron multicouches pour la réduction dun modèle de simulation d'une scierie - Philippe Thomas 001; André Thomas 001 (CoRR, 2008)

How deals with discrete data for the reduction of simulation models using neural network - Philippe Thomas 001; André Thomas 001 (CoRR, 2009)

Multilayer perceptron for simulation models reduction: Application to a sawmill workshop. - Philippe Thomas 001; André Thomas 001 (Eng. Appl. Artif. Intell., 2011)

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)

Improving production process performance thanks to neuronal analysis. - Mélanie Noyel; Philippe Thomas 001; Patrick Charpentier; André Thomas 001; Bruno Beaupretre (CoRR, 2013)

An Approach to Data Mining for Product-driven Systems. - Philippe Thomas 001; André Thomas 001 (Service Orientation in Holonic and Multi Agent Manufacturing and Robotics, 2013)

Exploitation de données pour la modélisation. : De l'évaluation des systèmes de transport aux chaînes logistiques. - Philippe Thomas 001 (2014)

Flow Disturbance Analysis in Workshops with High Reworks Rate. - Mélanie Noyel; Philippe Thomas 001; André Thomas 001; Patrick Charpentier; Thomas Brault (APMS (3), 2014)

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)

Perceptron Learning for Classification Problems. - Philippe Thomas 001 (IJCCI (NCTA), 2015)

Gradient-based controllers for timed continuous Petri nets. - Dimitri Lefebvre; Edouard Leclercq; Fabrice Druaux; Philippe Thomas 001 (Int. J. Syst. Sci., 2015)

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

Reconfiguration process for neuronal classification models: Application to a quality monitoring problem. - Mélanie Noyel; Philippe Thomas 001; André Thomas 001; Patrick Charpentier (Comput. Ind., 2016)

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)

An Iterative Closest Point Method for Measuring the Level of Similarity of 3D Log Scans in Wood Industry. - Cyrine Selma; Hind Bril El Haouzi; Philippe Thomas 001; Jonathan Gaudreault; Michael Morin (SOHOMA, 2017)

A Case Study of Intelligent Manufacturing Control Based on Multi-agents System to Deal with Batching and Sequencing on Rework Context. - Emmanuel Zimmermann; Hind Bril El Haouzi; Philippe Thomas 001; Rémi Pannequin; Mélanie Noyel; André Thomas 001 (SOHOMA, 2017)

A batching and scheduling optimisation for a cutting work-center: Acta-Mobilier case study. - Emmanuel Zimmermann; Hind Bril El Haouzi; Philippe Thomas 001; André Thomas 001; Mélanie Noyel (CoRR, 2017)

Toward a Sustainable New Product Development Approach Based on Industry 4.0 Assets. - Julie Bibaud-Alves; Hind Bril El Haouzi; Philippe Thomas 001; Vincent Boucinha (SOHOMA, 2018)

Using Analytic Hierarchical Process for Scheduling Problems Based on Smart Lots and Their Quality Prediction Capability. - Emmanuel Zimmermann; Hind Bril El Haouzi; Philippe Thomas 001; Rémi Pannequin; Mélanie Noyel (SOHOMA, 2018)

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)

Demand Forecasting using Artificial Neuronal Networks and Time Series: Application to a French Furniture Manufacturer Case Study. - Julie Bibaud-Alves; Philippe Thomas 001; Hind Bril El Haouzi (IJCCI, 2019)

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

Neural Network Architectures and Feature Extraction for Lumber Production Prediction. - Vincent Martineau; Michael Morin; Jonathan Gaudreault; Philippe Thomas 001; Hind Bril El Haouzi (Canadian AI, 2021)

Dissimilarity to Class Medoids as Features for 3D Point Cloud Classification. - Sylvain Chabanet; Valentin Chazelle; Philippe Thomas 001; Hind Bril El Haouzi (APMS (3), 2021)

Medoid-based MLP: An Application to Wood Sawing Simulator Metamodeling. - Sylvain Chabanet; Philippe Thomas 001; Hind Bril El Haouzi (IJCCI, 2021)

Coupling digital simulation and machine learning metamodel through an active learning approach in Industry 4.0 context. - Sylvain Chabanet; Hind Bril El Haouzi; Philippe Thomas 001 (Comput. Ind., 2021)

Multicriteria decision-making method for scheduling problem based on smart batches and their quality prediction capability. - Emmanuel Zimmermann; Tsegay Tesfay Mezgebe; Hind Bril El Haouzi; Philippe Thomas 001; Rémi Pannequin; Mélanie Noyel (Comput. Ind., 2021)

A MLP for Dryer Energy Consumption Prediction in Wood Panel Industry. - Valentin Chazelle; Philippe Thomas 001; Hind Bril El Haouzi; Christophe Heleu (IJCCI, 2022)

Toward a Sawmill Digital Shadow Based on Coupled Simulation and Supervised Learning Models. - Sylvain Chabanet; Hind Bril El Haouzi; Philippe Thomas 001 (SOHOMA, 2022)

CoreSelect: A New Approach to Select Landmarks for Dissimilarity Space Embedding. - Sylvain Chabanet; Philippe Thomas 001; Hind Bril El Haouzi (IJCCI, 2023)

NTCIR-17 MedNLP-SC Social Media Adverse Drug Event Detection: Subtask Overview. - Shoko Wakamiya; Lis Kanashiro Pereira; Lisa Raithel; Hui-Syuan Yeh; Peitao Han; Seiji Shimizu; Tomohiro Nishiyama; Gabriel Herman Bernardim Andrade; Noriki Nishida; Hiroki Teranishi; Narumi Tokunaga; Philippe Thomas 001; et al. (NTCIR, 2023)

Toward digital twins for sawmill production planning and control: benefits, opportunities, and challenges. - Sylvain Chabanet; Hind Bril El Haouzi; Michael Morin; Jonathan Gaudreault; Philippe Thomas 001 (Int. J. Prod. Res., 2023)

MLP Based on Dissimilarity Features: An Application to Wood Sawing Simulator Metamodeling. - Sylvain Chabanet; Philippe Thomas 001; Hind Bril El Haouzi (SN Comput. Sci., 2023)

An image is worth 10,000 points: Neural network architectures and alternative log representations for lumber production prediction. - Vincent Martineau; Michael Morin; Jonathan Gaudreault; Philippe Thomas 001; Hind Bril El Haouzi; Mohammed Khachan (Comput. Ind., 2023)

A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. - Lisa Raithel; Hui-Syuan Yeh; Shuntaro Yada; Cyril Grouin; Thomas Lavergne; Aurélie Névéol; Patrick Paroubek; Philippe Thomas 001; Tomohiro Nishiyama; Sebastian Möller 001; Eiji Aramaki; Yuji Matsumoto 001; et al. (LREC/COLING, 2024)

NTCIR-18 MedNLP-CHAT Determining Medical, Ethical and LegalRisks in Patient-Doctor Conversations: Task Overview. - Eiji Aramaki; Shoko Wakamiya; Shuntaro Yada; Shohei Hisada; Tomohiro Nishiyama; Lenard Paulo Tamayo; Jingnan Xiao; Axalia Levenchaud; Pierre Zweigenbaum; Christoph Otto; Jerycho Pasniczek; Philippe Thomas 001; et al. (NTCIR, 2025)

Active learning confidence measures for coupling strategies in digital twins integrating simulation and data-driven submodels. - Sylvain Chabanet; Hind Bril El Haouzi; Philippe Thomas 001 (Simul. Model. Pract. Theory, 2025)