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Philippe Thomas

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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 , Hind Bril El-Haouzi
Computers in Industry, 2023, 151, pp.103964. ⟨10.1016/j.compind.2023.103964⟩
Journal articles hal-04130759v1
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Coupling digital simulation and machine learning metamodel through an active learning approach in Industry4.0 context

Sylvain Chabanet , Hind Bril El-Haouzi , Philippe Thomas
Computers in Industry, 2021, 133, pp.103529. ⟨10.1016/j.compind.2021.103529⟩
Journal articles hal-03325460v1
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Highly Transparent Fluorotellurite Glass-Ceramics: Structural Investigations and Luminescence Properties

Jean-Paul Laval , Jean-René Duclère , Vincent Couderc , Mathieu Allix , Cécile Genevois
Inorganic Chemistry, 2019, 58 (24), pp.16387-16401. ⟨10.1021/acs.inorgchem.9b01955⟩
Journal articles hal-02443274v1
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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 , Hind Bril El Haouzi , Marie-Christine Suhner , André Thomas , Emmanuel Zimmermann
Computers in Industry, 2018, 99, pp.193-204. ⟨10.1016/j.compind.2018.03.038⟩
Journal articles hal-01757831v1
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Gestion et impact de la qualité produit sur la production

Philippe Thomas , Hind Bril El Haouzi
Journal Européen des Systèmes Automatisés (JESA), 2016, 49 (2), pp.123-126
Journal articles hal-01308969v1
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Reconfiguration process for neuronal classification models: Application to a quality monitoring problem

Melanie Noyel , Philippe Thomas , André Thomas , Patrick Charpentier
Computers in Industry, 2016, 83, pp.78-91. ⟨10.1016/j.compind.2016.09.004⟩
Journal articles hal-01374907v1
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Limiter l'impact de la non-qualité sur la gestion des flux de production dans les ateliers à forts taux de reprises. Application au cas d'un fabricant de mobiliers laqués de très haute qualité

Mélanie Noyel , Emmanuel Zimmermann , Philippe Thomas , André Thomas , Patrick Charpentier
Journal Européen des Systèmes Automatisés (JESA), 2016, 49 (2), pp.179-198. ⟨10.3166/JESA.49.179-198⟩
Journal articles hal-01308813v1
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Un ensemble classificateur pour la classification de données dynamiques

Philippe Thomas , William Derigent , Marie-Christine Suhner
Journal Européen des Systèmes Automatisés (JESA), 2016, 49 (3), pp.375-391. ⟨10.3166/jesa.49.375-391⟩
Journal articles hal-01415404v1
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A new multilayer perceptron pruning algorithm for classification and regression applications

Philippe Thomas , Marie-Christine Suhner
Neural Processing Letters, 2015, 42 (2), pp.437-458. ⟨10.1007/s11063-014-9366-5⟩
Journal articles hal-01086842v1

HLA-G*01:04∼UTR3 Recipient Correlates With Lower Survival and Higher Frequency of Chronic Rejection After Lung Transplantation.

J Di Cristofaro , M Reynaud-Gaubert , F Carlini , Pierre L. Roubertoux , A Loundou
American Journal of Transplantation, 2015, pp.2015 May 18
Journal articles hal-01172184v1
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Gradient-based controllers for timed continuous Petri nets

Dimitri Lefebvre , Edouard Leclercq , Fabrice Druaux , Philippe Thomas
International Journal of Systems Science, 2015, 46 (9), pp.1661-1678. ⟨10.1080/00207721.2013.827264⟩
Journal articles hal-00853970v1
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Determination of Morphological, Biometric and Biochemical Susceptibilities in Healthy Eurasier Dogs with Suspected Inherited Glaucoma

Thomas Boillot , Serge G. Rosolen , Thomas Dulaurent , Frédéric Goulle , Philippe Thomas
PLoS ONE, 2014, 9 (11), pp.e111873. ⟨10.1371/journal.pone.0111873⟩
Journal articles hal-01344794v1
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Variance sensitivity analysis of parameters for pruning of a multilayer perceptron: application to a sawmill supply chain simulation model

Philippe Thomas , Marie-Christine Suhner , André Thomas
Advances in Artificial Neural Systems, 2013, 2013, pp.ID 284570. ⟨10.1155/2013/284570⟩
Journal articles hal-00862091v1
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A neural network for the reduction of a Product Driven System emulation model

Philippe Thomas , André Thomas , Marie-Christine Suhner
Production Planning and Control, 2011, 22 (8), pp.767-781. ⟨10.1080/09537287.2010.543560⟩
Journal articles hal-00569837v2
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Multilayer perceptron for simulation models reduction: application to a sawmill workshop

Philippe Thomas , André Thomas
Engineering Applications of Artificial Intelligence, 2011, 24 (4), pp.646-657. ⟨10.1016/j.engappai.2011.01.004⟩
Journal articles hal-00569936v1
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Commande des feux de signalisation par réseaux de Petri hybrides

Cherif Tolba , Dimitri Lefebvre , Philippe Thomas , Abdellah Elmoudni
Journal Européen des Systèmes Automatisés (JESA), 2008, 42 (5), pp.579-612. ⟨10.3166/jesa.42.579-612⟩
Journal articles hal-00292749v1

CONTINUOUS AND TIMED PETRI NETS FOR THE MACROSCOPIC AND MICROSCOPIC TRAFFIC FLOW CONTROL

Cherif Tolba , Dimitri Lefebvre , Philippe Thomas , Abdellah Elmoudni
Simulation Modelling Practice and Theory, 2005, 13, pp.407-436
Journal articles hal-00137709v1

Neural networks for local monitoring of traffic magnetic sensors

Nadhir Messai , Philippe Thomas , Dimitri Lefebvre , Abdellah Elmoudni
Control Engineering Practice, 2005, 13 (1), pp.67-80. ⟨10.1016/j.conengprac.2004.02.005⟩
Journal articles hal-00137707v1

Parameter estimation for timed and continuous Petri nets: Application to the identification and monitoring of hybrid systems

Dimitri Lefebvre , Philippe Thomas
Cybernetics and Systems, 2005, 36, pp.217-250
Journal articles hal-00137708v1

An object-oriented architecture to couple simulators and their machine learning surrogates models in the context of digital shadows

Sylvain Chabanet , Emmanuel Zimmermann , Philippe Thomas , Hind Bril El Haouzi
22nd IFAC World Congress, IFAC 2023, Jul 2023, Yokohama, Japan
Conference papers hal-04201293v1

A MLP for dryer energy consumption prediction in wood panel industry

Valentin Chazelle , Philippe Thomas , Hind Bril El-Haouzi , Christophe Heleu
14th International Conference on Neural Computation Theory and Applications, NCTA 2022, Oct 2022, Valetta, Malta. ⟨10.5220/0011541900003332⟩
Conference papers hal-03859435v1
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Toward a self-adaptive digital twin based active learning method: an application to the lumber industry

Sylvain Chabanet , Hind Bril El Haouzi , Philippe Thomas
14th IFAC Workshop on Intelligent Manufacturins Systems, IMS 2022, Mar 2022, Tel Aviv, Israel
Conference papers hal-03627198v1
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Dissimilarity to class medoids as features for 3D point cloud classification

Sylvain Chabanet , Valentin Chazelle , Philippe Thomas , Hind Bril El-Haouzi
IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2021, Nantes, France. pp.573-581, ⟨10.1007/978-3-030-85906-0_62⟩
Conference papers hal-03334543v1
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A kNN approach based on ICP metrics for 3D scans matching: an application to the sawing process

Sylvain Chabanet , Philippe Thomas , Hind Bril El-Haouzi , Michael Morin , Jonathan Gaudreault
17th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2021, Jun 2021, Budapest (virtual), Hungary
Conference papers hal-03269333v1
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Medoid-based MLP: an application to wood sawing simulator metamodeling

Sylvain Chabanet , Philippe Thomas , Hind Bril El-Haouzi
13th International Conference on Neural Computation Theory and Applications, NCTA 2021, Oct 2021, Online streaming, Portugal
Conference papers hal-03404548v1
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Relearning procedure to adapt pollutant prediction neural model: Choice of relearning algorithm

Philippe Thomas , Marie-Christine Suhner , William Derigent
International Joint Conference on Neural Networks, IJCNN 2019, Jul 2019, Budapest, Hungary
Conference papers hal-02304598v1
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Demand forecasting using artificial neuronal networks and time series: application to a French furniture manufacturer case study

Julie Bibaud-Alves , Philippe Thomas , Hind Bril
11th International Joint Conference on Computational Intelligence, IJCCI’19 (11th International Conference on Neural Computation Theory and Applications, NCTA), Sep 2019, Vienne, Austria
Conference papers hal-02304581v1
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Toward a sustainable new product development approach based on industry 4.0 assets

Julie Bibaud-Alves , Bril El-Haouzi , Philippe Thomas , Vincent Boucinha
8th Workshop on Service Orientation in Holonic and Multi-agent Manufacturing, SOHOMA'18, Jun 2018, Bergamo, Italy
Conference papers hal-01936069v1
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Impact of hidden weights choice on accuracy of MLP with randomly fixed hidden neurons for regression problems

Marie-Christine Suhner , Philippe Thomas
9th International Joint Conference on Computational Intelligence, IJCCI’17, Nov 2017, Funchal, Portugal
Conference papers hal-01630235v1
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A batching and scheduling optimisation for a cutting work-center: Acta-Mobilier case study

Emmanuel Zimmermann , Hind El Haouzi , Philippe Thomas , André Thomas , Melanie Noyel
7th International Conference on Industrial Engineering and Systems Management, IESM'17, Oct 2017, Saarbrücken, Germany
Conference papers hal-01614692v1
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A hybrid manufacturing control based on smart lots in a disrupted industrial context

Emmanuel Zimmermann , Hind Bril El Haouzi , Philippe Thomas , André Thomas , Mélanie Noyel
20th IFAC World Congress, IFAC 2017, Jul 2017, Toulouse, France
Conference papers hal-01561500v1
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An iterative closest point method for measuring the level of similarity of 3D log scans in wood industry

Cyrine Selma , Hind El Haouzi , Philippe Thomas , Jonathan Gaudreault , Michael Morin
7th Workshop on Service Orientation in Holonic and Multi Agent Manufacturing, SOHOMA 2017, Oct 2017, Nantes, France
Conference papers hal-01621003v1
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A case study of an Intelligent Manufacturing Control based on multi-agents' system to deal with batching and sequencing on rework context

Emmanuel Zimmermann , Hind El Haouzi , Philippe Thomas , Rémi Pannequin , Melanie Noyel
7th Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing, SOHOMA’17, Oct 2017, Nantes, France
Conference papers hal-01615343v1
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Neural network inverse model for quality monitoring: Application to a high quality lackering process

Philippe Thomas , Marie-Christine Suhner , Emmanuel Zimmermann , Hind Bril El Haouzi , André Thomas
9th International Joint Conference on Computational Intelligence, IJCCI’17, Nov 2017, Funchal, Portugal
Conference papers hal-01630234v1
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An iterative closest point method for measuring the level of similarity of 3D log scans in wood industry

Cyrine Selma , Hind El Haouzi , Philippe Thomas , Jonathan Gaudreault , Michael Morin
7th Workshop on Service Orientation in Holonic and Multi Agent Manufacturing, SOHOMA'17, Oct 2017, Nantes, France
Conference papers hal-01617778v1
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K-means clustering based method for production flow management facing rework disturbances

Emmanuel Zimmermann , Melanie Noyel , Philippe Thomas , Hind Bril , André Thomas
International Conference on Information Systems, Logistics and Supply Chain, ILS’16, Jun 2016, Bordeaux, France
Conference papers hal-01415418v1
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Impact de la qualité sur la gestion des flux de production dans les ateliers à forts taux de reprises

Mélanie Noyel , Philippe Thomas , André Thomas , Patrick Charpentier
11ème Congrès International Pluridisciplinaire en Qualité, Sûreté de Fonctionnement et Développement Durable, QUALITA'2015, Mar 2015, Nancy, France
Conference papers hal-01134897v1
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Réordonnancement dynamique rapide dans un contexte de système contrôlé par le produit sur un poste de travail soumis à un fort taux de reprises

Mélanie Noyel , André Thomas , Philippe Thomas , Patrick Charpentier
Journées Produits Intelligents, JPI 2015, Mar 2015, Valenciennes, France
Conference papers hal-01134907v1
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Impact de la qualité sur la gestion des flux de production dans les ateliers à forts taux de reprises Application au cas d'un fabricant de mobiliers laqués de très haute qualité

Mélanie Noyel , Philippe Thomas , André Thomas , Patrick Charpentier
11ème Congrès International Pluridisciplinaire en Qualité, Sûreté de Fonctionnement et Développement Durable, QUALITA 2015, Mar 2015, Nancy, France
Conference papers hal-01149791v1
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Perceptron learning for classification problems

Philippe Thomas
7th International Conference on Neural Computation Theory and Applications, NCTA 2015, (part of the 7th International Joint Conference on Computational Intelligence, IJCCI'15), Nov 2015, Lisbonne, Portugal
Conference papers hal-01232286v1
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Reduced simulation model for flow analysis in a sawmill internal supply chain

Philippe Thomas , Marie-Christine Suhner , André Thomas
International Conference on Industrial Engineering and Systems Management, IESM'15, Oct 2015, Seville, Spain
Conference papers hal-01225373v1
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Prediction model adaptation thanks to control chart monitoring application to pollutants prediction

Philippe Thomas , William Derigent , Marie-Christine Suhner
6th International Joint Conference on Computational Intelligence, IJCCI'14, Oct 2014, Rome, Italy
Conference papers hal-01086851v1
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Réduction et génération automatique de modèle Arena© en exploitant des arbres de régression : cas d'une scierie

Philippe Thomas , Marie-Christine Suhner , André Thomas
10ème Conférence Francophone de Modélisation, Optimisation et Simulation, MOSIM'14, Nov 2014, Nancy, France
Conference papers hal-01086859v1
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Un ensemble classificateur pour la classification de données dynamiques. Application à un problème de qualité d'air intérieur

Philippe Thomas , William Derigent , Marie-Christine Suhner
10ème Conférence Francophone de Modélisation, Optimisation et Simulation, MOSIM'14, Nov 2014, Nancy, France
Conference papers hal-01086856v1
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CART for supply chain simulation models reduction: application to a sawmill internal supply chain

Philippe Thomas , Marie-Christine Suhner , André Thomas
IFIP International Conference on Advances in Production Management Systems, APMS'14, Sep 2014, Ajaccio, France. ⟨10.1007/978-3-662-44733-8_66⟩
Conference papers hal-01086870v1
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CART for supply chain simulation models reduction

Philippe Thomas , Marie-Christine Suhner , André Thomas
IFIP International Conference on Advances in Production Management Systems, APMS 2014, Sep 2014, Ajaccio, France. pp.530-537, ⟨10.1007/978-3-662-44733-8_66⟩
Conference papers hal-01387317v1
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Improving production process performance thanks to neuronal analysis

Mélanie Noyel , Philippe Thomas , Patrick Charpentier , André Thomas , Bruno Beaupretre
11th IFAC Workshop on Intelligent Manufacturing System, IMS'2013, May 2013, Sao Paulo, Brazil. pp.CDROM
Conference papers hal-00833669v1
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Neural Networks ensemble for quality monitoring

Philippe Thomas , Mélanie Noyel , Marie-Christine Suhner , Patrick Charpentier , André Thomas
5th International Conference on Neural Computation Theory and Application, NCTA'13, Sep 2013, Vilamoura, Portugal. pp.CDROM
Conference papers hal-00879477v1
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Implantation of an on-line quality process monitoring

Mélanie Noyel , Philippe Thomas , Patrick Charpentier , André Thomas , Thomas Brault
International Conference on Industrial Engineering and Systems Management, IESM'13, Oct 2013, Rabat, Morocco. pp.CDROM
Conference papers hal-00879491v1
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One approach of data-mining for Product Driven Systems

Philippe Thomas , André Thomas
14th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2012, May 2012, Bucarest, Romania. pp.CDROM
Conference papers hal-00760257v1
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Retour d'expérience industrielle sur le choix d'une technologie d'information portée par les produits

Mélanie Noyel , Philippe Thomas , André Thomas , Bruno Beaupretre
9e Conférence Internationale de Modélisation, Optimisation et Simulation, MOSIM'12, Jun 2012, Bordeaux, France. pp.CDROM
Conference papers hal-00760266v1
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De la nécessité des bonnes informations dans les systèmes contrôlés par les produits

Philippe Thomas , André Thomas
7ème Conférence Internationale Conception et Production Intégrées, CPI'2011, Oct 2011, Oujda, Maroc. pp.CDROM
Conference papers hal-00637519v1
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Petri net control of a kanban loop

Philippe Thomas , André Thomas , Sana Belmokhtar
International Conference on Industrial Engineering and Systems Management, IESM 2011, May 2011, Metz, France. pp.CDROM
Conference papers hal-00601725v1
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Pilotage d'une boucle KANBAN modélisée par réseau de Petri

Philippe Thomas , André Thomas , Sana Belmokhtar
8ème Conférence Internationale de Modélisation et Simulation, MOSIM'10, May 2010, Hammamet, Tunisie. pp.CDROM
Conference papers hal-00525891v1
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Proposition d'une procédure de détermination de temps unitaire de pièces découpées

Hind El Haouzi , Philippe Thomas , André Thomas
8ème Conférence Internationale de Modélisation et Simulation, MOSIM'10, May 2010, Hammamet, Tunisie. pp.CDROM
Conference papers hal-00525896v1
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How deals with discrete data for the reduction of simulation models using neural network

Philippe Thomas , André Thomas
13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM'2009, Jun 2009, Moscou, Russia. pp.1177-1182
Conference papers hal-00393987v1
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Reduction of Product Driven System emulation models based on neural network: impact of discrete data

Philippe Thomas , André Thomas , Marie-Christine Suhner
International Conference on Industrial Engineering and Systems Management, IESM' 2009, May 2009, Montréal, Canada. pp.CD
Conference papers hal-00388829v1
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Expérimentation de la réduction d'un modèle de simulation par réseau de neurones : cas d'une scierie

Philippe Thomas , André Thomas
7ème Conférence Internationale de Modélisation, Optimisation et Simulation des Systèmes, MOSIM 08, Mar 2008, Paris, France. pp.2030-2038
Conference papers hal-00282833v1
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Sélection de la structure d'un perceptron multicouches pour la réduction dun modèle de simulation d'une scierie.

Philippe Thomas , André Thomas
5ème Conférence Internationale Francophone d'Automatique, CIFA'2008, Sep 2008, Bucarest, Roumanie. pp.CDROM
Conference papers hal-00320824v1
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Elagage d'un perceptron multicouches : utilisation de l'analyse de la variance de la sensibilité des paramètres

Philippe Thomas , André Thomas
5ème Conférence Internationale Francophone d'Automatique, CIFA'2008, Sep 2008, Bucarest, Roumanie. pp.CDROM
Conference papers hal-00320832v1
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Simulation Reduction Models Approach Using Neural Network

Philippe Thomas , Denise Choffel , André Thomas
10th International Conference on Computer Modelling and Simulation, EUROSIM'08, Apr 2008, Cambridge, United Kingdom. pp.679-684
Conference papers hal-00282804v1
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Impact of RFID technology on Petri net modelisation: application to an assembly platform

Philippe Thomas , Denise Choffel
Nov 2006, pp.CDROM
Conference papers hal-00118494v1

Fault detection for HDS by means of neural networks: application to two tanks hydraulic system

Nadhir Messai , Philippe Thomas , Dimitri Lefebvre , Bernard Riera
6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, SAFEPROCESS'06, Sep 2006, Beijing, China. pp.1039 - 1044
Conference papers hal-00103876v1
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Modeling and Monitoring of Hybrid Dynamic Systems with Feed-Forward Neural Networks: application to two tanks hydraulic system

Nadhir Messai , Philippe Thomas , Dimitri Lefebvre , Bernard Riera , Abdellah Elmoudni
Workshop on Advanced Control and Diagnosis, Nov 2005, Mulhouse, France. pp.103-109
Conference papers hal-00103137v1

Analysis of a sequential, non coherent and looped system with two approaches : Petri Nets and Neural Networks

Sylvain Pasquet , Eric Chatelet , Philippe Thomas , Yves Dutuit
International Conference on Safety and Reliability, ESREL '97, Jun 1997, Lisbonne, Portugal
Conference papers hal-02563373v1

Big data analytics and machine learning for industrial cyber-physical systems

Yasamin Eslami , Mario Lezoche , Philippe Thomas
Olivier Cardin, Damien Trentesaux, William Derigent. Digitalization and Control of Industrial Cyber‐Physical Systems, ISTE - Wiley, 149-170, Part 5, Chapter 9, 2022, 9781789450859. ⟨10.1002/9781119987420.ch9⟩
Book sections hal-03838224v1
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Fluorine: Characteristics, Chemistry and Applications Controlled fluorination using atomic fluorine

Marc Dubois , Nicolas Batisse , Katia Guérin , Philippe Thomas
Chemical Elements (Fluorine, Rhodium and Rubidium): Properties, Synthesis and Applications, 2018, 978-1-53614-017-0
Book sections hal-02429400v1
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An approach to data-mining for product driven systems

Philippe Thomas , André Thomas
Theodor Borangiu, André Thomas, Damien Trentesaux. Service Orientation in Holonic and Multi-Agent Manufacturing Control, Springer-Verlag, pp.181-194, 2013, Studies in Computational Intelligence, vol. 472, 978-3-642-35851-7. ⟨10.1007/978-3-642-35852-4_12⟩
Book sections hal-00913300v1