Philippe Thomas

61 papers B 4C 7Journal 28Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Active learning confidence measures for coupling strategies in digital twins integrating simulation and data-driven submodels. Simul. Model. Pract. Theory Sylvain Chabanet, Hind Bril El Haouzi, Philippe Thomas
2025	J	`jnl`	Cross- & multi-lingual medication detection: a transformer-based analysis. BMC Medical Informatics Decis. Mak. Lisa Raithel, Johann Frei, Philippe Thomas, Roland Roller, Pierre Zweigenbaum, Sebastian Möller, Frank Kramer
2025	—	`conf`	MLP Model for Prediction of Pellet Combustion: How to Deal with Small Datasets. IJCCI (3) Philippe Thomas, Eliott Gauthey-Franet, Yinling Liu, Hind Bril El Haouzi, Jérémy Hugues Dits Ciles, Yann Rogaume
2025	—	`conf`	NTCIR-18 MedNLP-CHAT Determining Medical, Ethical and LegalRisks in Patient-Doctor Conversations: Task Overview. NTCIR 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, Nathan Pohl, Wiebke Duettmann, Lisa Raithel, Roland Roller
2024	—	`conf`	A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. LREC/COLING Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada, Cyril Grouin, Thomas Lavergne, Aurélie Névéol, Patrick Paroubek, Philippe Thomas, Tomohiro Nishiyama, Sebastian Möller, Eiji Aramaki, Yuji Matsumoto, Roland Roller, Pierre Zweigenbaum
2024	J	`jnl`	A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. CoRR Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada, Cyril Grouin, Thomas Lavergne, Aurélie Névéol, Patrick Paroubek, Philippe Thomas, Tomohiro Nishiyama, Sebastian Möller, Eiji Aramaki, Yuji Matsumoto, Roland Roller, Pierre Zweigenbaum
2023	J	`jnl`	An image is worth 10,000 points: Neural network architectures and alternative log representations for lumber production prediction. Comput. Ind. Vincent Martineau, Michael Morin, Jonathan Gaudreault, Philippe Thomas, Hind Bril El Haouzi, Mohammed Khachan
2023	C	`conf`	CoreSelect: A New Approach to Select Landmarks for Dissimilarity Space Embedding. IJCCI Sylvain Chabanet, Philippe Thomas, Hind Bril El Haouzi
2023	J	`jnl`	MLP Based on Dissimilarity Features: An Application to Wood Sawing Simulator Metamodeling. SN Comput. Sci. Sylvain Chabanet, Philippe Thomas, Hind Bril El Haouzi
2023	—	`conf`	NTCIR-17 MedNLP-SC Social Media Adverse Drug Event Detection: Subtask Overview. NTCIR 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, Roland Roller, Pierre Zweigenbaum, Yuji Matsumoto, Akiko Aizawa, Sebastian Möller, Cyril Grouin, Thomas Lavergne, Aurélie Névéol, Patrick Paroubek, Shuntaro Yada, Eiji Aramaki
2023	J	`jnl`	Toward digital twins for sawmill production planning and control: benefits, opportunities, and challenges. Int. J. Prod. Res. Sylvain Chabanet, Hind Bril El Haouzi, Michael Morin, Jonathan Gaudreault, Philippe Thomas
2022	C	`conf`	A MLP for Dryer Energy Consumption Prediction in Wood Panel Industry. IJCCI Valentin Chazelle, Philippe Thomas, Hind Bril El Haouzi, Christophe Heleu
2022	—	`conf`	Toward a Sawmill Digital Shadow Based on Coupled Simulation and Supervised Learning Models. SOHOMA Sylvain Chabanet, Hind Bril El Haouzi, Philippe Thomas
2021	J	`jnl`	Coupling digital simulation and machine learning metamodel through an active learning approach in Industry 4.0 context. Comput. Ind. Sylvain Chabanet, Hind Bril El Haouzi, Philippe Thomas
2021	—	`conf`	Dissimilarity to Class Medoids as Features for 3D Point Cloud Classification. APMS (3) Sylvain Chabanet, Valentin Chazelle, Philippe Thomas, Hind Bril El Haouzi
2021	C	`conf`	Medoid-based MLP: An Application to Wood Sawing Simulator Metamodeling. IJCCI Sylvain Chabanet, Philippe Thomas, Hind Bril El Haouzi
2021	J	`jnl`	Multicriteria decision-making method for scheduling problem based on smart batches and their quality prediction capability. Comput. Ind. Emmanuel Zimmermann, Tsegay Tesfay Mezgebe, Hind Bril El Haouzi, Philippe Thomas, Rémi Pannequin, Mélanie Noyel
2021	—	`conf`	Neural Network Architectures and Feature Extraction for Lumber Production Prediction. Canadian AI Vincent Martineau, Michael Morin, Jonathan Gaudreault, Philippe Thomas, Hind Bril El Haouzi
2019	C	`conf`	Demand Forecasting using Artificial Neuronal Networks and Time Series: Application to a French Furniture Manufacturer Case Study. IJCCI Julie Bibaud-Alves, Philippe Thomas, Hind Bril El Haouzi
2019	B	`conf`	Relearning procedure to adapt pollutant prediction neural model: Choice of relearning algorithm. IJCNN Philippe Thomas, Marie-Christine Suhner, William Derigent
2018	—	`conf`	Toward a Sustainable New Product Development Approach Based on Industry 4.0 Assets. SOHOMA Julie Bibaud-Alves, Hind Bril El Haouzi, Philippe Thomas, Vincent Boucinha
2018	—	`conf`	Using Analytic Hierarchical Process for Scheduling Problems Based on Smart Lots and Their Quality Prediction Capability. SOHOMA Emmanuel Zimmermann, Hind Bril El Haouzi, Philippe Thomas, Rémi Pannequin, Mélanie Noyel
2018	J	`jnl`	Using a Classifier Ensemble for Proactive Quality Monitoring and Control: the impact of the choice of classifiers types, selection criterion, and fusion process. CoRR Philippe Thomas, Hind Bril El Haouzi, Marie-Christine Suhner, André Thomas, Emmanuel Zimmermann, Mélanie Noyel
2018	J	`jnl`	Using a classifier ensemble for proactive quality monitoring and control: The impact of the choice of classifiers types, selection criterion, and fusion process. Comput. Ind. Philippe Thomas, Hind Bril El Haouzi, Marie-Christine Suhner, André Thomas, Emmanuel Zimmermann, Mélanie Noyel
2017	—	`conf`	A Case Study of Intelligent Manufacturing Control Based on Multi-agents System to Deal with Batching and Sequencing on Rework Context. SOHOMA Emmanuel Zimmermann, Hind Bril El Haouzi, Philippe Thomas, Rémi Pannequin, Mélanie Noyel, André Thomas
2017	J	`jnl`	A batching and scheduling optimisation for a cutting work-center: Acta-Mobilier case study. CoRR Emmanuel Zimmermann, Hind Bril El Haouzi, Philippe Thomas, André Thomas, Mélanie Noyel
2017	—	`conf`	An Iterative Closest Point Method for Measuring the Level of Similarity of 3D Log Scans in Wood Industry. SOHOMA Cyrine Selma, Hind Bril El Haouzi, Philippe Thomas, Jonathan Gaudreault, Michael Morin
2017	J	`jnl`	An iterative closest point method for measuring the level of similarity of 3d log scans in wood industry. CoRR Cyrine Selma, Hind Bril El Haouzi, Philippe Thomas, Jonathan Gaudreault, Michael Morin
2017	C	`conf`	Impact of Hidden Weights Choice on Accuracy of MLP with Randomly Fixed Hidden Neurons for Regression Problems. IJCCI Marie-Christine Suhner, Philippe Thomas
2017	C	`conf`	Neural Network Inverse Model for Quality Monitoring - Application to a High Quality Lackering Process. IJCCI Philippe Thomas, Marie-Christine Suhner, Emmanuel Zimmermann, Hind Bril El Haouzi, André Thomas, Mélanie Noyel
2016	J	`jnl`	Reconfiguration process for neuronal classification models: Application to a quality monitoring problem. Comput. Ind. Mélanie Noyel, Philippe Thomas, André Thomas, Patrick Charpentier
2015	J	`jnl`	A New Multilayer Perceptron Pruning Algorithm for Classification and Regression Applications. Neural Process. Lett. Philippe Thomas, Marie-Christine Suhner
2015	J	`jnl`	Gradient-based controllers for timed continuous Petri nets. Int. J. Syst. Sci. Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas
2015	—	`conf`	Perceptron Learning for Classification Problems. IJCCI (NCTA) Philippe Thomas
2014	—	`conf`	CART for Supply Chain Simulation Models Reduction - Application to a Sawmill Internal Supply Chain. APMS (3) Philippe Thomas, Marie-Christine Suhner, André Thomas
2014	—	`book`	Exploitation de données pour la modélisation. : De l'évaluation des systèmes de transport aux chaînes logistiques. Philippe Thomas
2014	—	`conf`	Flow Disturbance Analysis in Workshops with High Reworks Rate. APMS (3) Mélanie Noyel, Philippe Thomas, André Thomas, Patrick Charpentier, Thomas Brault
2014	—	`conf`	Prediction Model Adaptation Thanks to Control Chart Monitoring - Application to Pollutants Prediction. IJCCI (NCTA) Philippe Thomas, William Derigent, Marie-Christine Suhner
2013	—	`ch.`	An Approach to Data Mining for Product-driven Systems. Service Orientation in Holonic and Multi Agent Manufacturing and Robotics Philippe Thomas, André Thomas
2013	J	`jnl`	Improving production process performance thanks to neuronal analysis. CoRR Mélanie Noyel, Philippe Thomas, Patrick Charpentier, André Thomas, Bruno Beaupretre
2013	C	`conf`	Neural Networks Ensemble for Quality Monitoring. IJCCI Philippe Thomas, Mélanie Noyel, Marie-Christine Suhner, Patrick Charpentier, André Thomas
2013	J	`jnl`	Variance Sensitivity Analysis of Parameters for Pruning of a Multilayer Perceptron: Application to a Sawmill Supply Chain Simulation Model. Adv. Artif. Neural Syst. Philippe Thomas, Marie-Christine Suhner, André Thomas
2011	J	`jnl`	Multilayer perceptron for simulation models reduction: Application to a sawmill workshop. Eng. Appl. Artif. Intell. Philippe Thomas, André Thomas
2009	J	`jnl`	How deals with discrete data for the reduction of simulation models using neural network CoRR Philippe Thomas, André Thomas
2008	J	`jnl`	Elagage d'un perceptron multicouches : utilisation de l'analyse de la variance de la sensibilité des paramètres CoRR Philippe Thomas, André Thomas
2008	—	`conf`	Simulation Reduction Models Approach Using Neural Network. UKSim Philippe Thomas, Denise Choffel, André Thomas
2008	J	`jnl`	Sélection de la structure d'un perceptron multicouches pour la réduction dun modèle de simulation d'une scierie CoRR Philippe Thomas, André Thomas
2005	J	`jnl`	Continuous and timed Petri nets for the macroscopic and microscopic traffic flow modelling. Simul. Model. Pract. Theory Chérif Tolba, Dimitri Lefebvre, Philippe Thomas, Abdellah El Moudni
2005	J	`jnl`	Parameters Estimation For Timed And Continuous Petri Nets: Application To The Identification And Monitoring Of Hybrid Systems. Cybern. Syst. Dimitri Lefebvre, Philippe Thomas
2003	—	`conf`	Performances evaluation of the traffic control in a single crossroad by Petri nets. ETFA (2) Chérif Tolba, Philippe Thomas, Abdellah El Moudni, Dimitri Lefebvre
2003	—	`conf`	Source and Sink Transitions Controllers for Continuous Petri Nets: A Gradient-Based Approach. ADHS Dimitri Lefebvre, Edouard Leclercq, Fabrice Druaux, Philippe Thomas
2002	J	`jnl`	Fault detection and isolation in non-linear systems by using oversized neural networks. Math. Comput. Simul. Philippe Thomas, Dimitri Lefebvre
2002	J	`jnl`	Optimal neural networks architectures for the flow-density relationships of traffic models. Math. Comput. Simul. Nadhir Messai, Philippe Thomas, Dimitri Lefebvre, Abdellah El Moudni
2002	J	`jnl`	System design through MATLAB, control toolbox and SIMULINK: Krishna K. Singh and Gayatri Agnihotri; Springer, London, 2001, ISBN 1-85233-337-5. Autom. Philippe Thomas
2001	B	`conf`	Continuous Petri nets models for the analysis of traffic urban networks. SMC Chérif Tolba, Dimitri Lefebvre, Philippe Thomas, Abdellah El Moudni
2001	B	`conf`	Fuzzy granular systems for the modeling of road traffic networks. SMC Dimitri Lefebvre, Philippe Thomas
2000	—	`conf`	Model-based traffic monitoring by means of neural networks. CDC Dimitri Lefebvre, Philippe Thomas, Jean-Marc Thiriet, Nadhir Messai, Abdellah El Moudni
1999	J	`jnl`	Neural Modeling of an Induction Furnace Using Robust Learning Criteria. Integr. Comput. Aided Eng. Philippe Thomas, Gérard Bloch, Franck Sirou, Vincent Eustache
1998	B	`conf`	A multistage on-line learning rule for multilayer neural network. ESANN Philippe Thomas, Gérard Bloch, Claude Humbert
1997	J	`jnl`	Accommodation to outliers in identification of non linear SISO systems with neural networks. Neurocomputing Gérard Bloch, Philippe Thomas, Didier Theilliol
1996	—	`conf`	From batch to recursive outlier-robust identification of non-linear dynamic systems with neural networks. ICNN Philippe Thomas, Gérard Bloch