Sébastien Thomassey

43
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Publications

Publications

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Anomaly detection in smart manufacturing: An Adaptive Adversarial Transformer-based model

Moussab Orabi , Kim Phuc Tran , Philipp Egger , Sebastien Thomassey

Journal of Manufacturing Systems, 2024, Journal of Manufacturing Systems, pp.591-611. ⟨10.1016/j.jmsy.2024.09.021⟩

Article dans une revue hal-04768699v1

Evaluating the sales potential of new products using machine learning techniques and data collected from mobile applications

Rita Sleiman , Quoc-Thông Nguyen , Sandra Lacaze , Kim Phuc Tran , Sébastien Thomassey

International Journal of Clothing Science and Technology, 2024, 36 (3), pp.454-473. ⟨10.1108/IJCST-07-2023-0099⟩

Article dans une revue hal-04785950v1

Evaluating the sales potential of new products using machine learning techniques and data collected from mobile applications

Rita Sleiman , Quoc-Thông Nguyen , Sandra Lacaze , Kim Phuc Tran , Sebastien Thomassey

International Journal of Clothing Science and Technology, 2024, International Journal of Clothing Science and Technology, 36, ⟨10.1108/IJCST-07-2023-0099⟩

Article dans une revue hal-04726494v1

Multiobjective Optimization of Papermaking Wastewater Treatment Processes under Economic, Energy, and Environmental Goals.

Zhenglei He , Zaohao Lu , Xu Wang , Qingang Xiong , Kim Phuc Tran et al.

Environ Sci Technol, 2024, Environ Sci Technol, ⟨10.1021/acs.est.4c03460⟩

Article dans une revue hal-04694339v1
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Dynamic small-series fashion order allocation and supplier selection: a ga-topsis-based model

Nitin Harale , Sebastien Thomassey , Xianyi Zeng

International Journal of Industrial Optimization, 2023, International Journal of Industrial Optimization, 4 (2), pp.82-102. ⟨10.12928/ijio.v4i2.7640⟩

Article dans une revue hal-04952010v1

How Living Wages Influence Apparel Costs and Comparative Advantages among Different Multi-tier Supply Chains

Petchprakai Sirilertsuwan , Sebastien Thomassey , Xianyi Zeng , Yan Chen

Journal of Fiber Bioengineering & Informatics, 2022, Journal of Fiber Bioengineering & Informatics, 15 (1), pp.1-15. ⟨10.3993/jfbim00377⟩

Article dans une revue hal-04952205v1
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Forecasting Sales Profiles of Products in an Exceptional Context: COVID-19 Pandemic

Rita Sleiman , Ahmad Mazyad , Moez Hamad , Kim Phuc Tran , Sebastien Thomassey

International Journal of Computational Intelligence Systems, 2022, International Journal of Computational Intelligence Systems, 15, ⟨10.1007/s44196-022-00161-x⟩

Article dans une revue hal-04514358v1

Obsolescence des vêtements : un effet de mode ?

Noémie Pichon , Romain Benkirane , Sebastien Thomassey

Les Techniques de l'Ingenieur, 2022, Les Techniques de l'Ingenieur, pp.G7004 v1. ⟨10.51257/a-v1-g7004⟩

Article dans une revue hal-04953383v1
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Exemple de module de pédagogie active pour l’enseignement de la supply chain en école d’ingénieur spécialisée

Sebastien Thomassey

Journal sur l'enseignement des sciences et technologies de l'information et des systèmes, 2022, Journal sur l'enseignement des sciences et technologies de l'information et des systèmes, 21, pp.2007. ⟨10.1051/j3ea/20222007⟩

Article dans une revue hal-04952055v1
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Multi-objective optimization of the textile manufacturing process using deep-Q-network based multi-agent reinforcement learning

Zhenglei He , Kim Phuc Tran , Sebastien Thomassey , Xianyi Zeng , Jie Xu et al.

Journal of Manufacturing Systems, 2021, ⟨10.1016/j.jmsy.2021.03.017⟩

Article dans une revue hal-03544260v1

A deep reinforcement learning based multi-criteria decision support system for optimizing textile chemical process

Zhenglei He , Kim Phuc Tran , Sebastien Thomassey , Xianyi Zeng , J. Xu et al.

Computers in Industry, 2021, Computers in Industry, 125, ⟨10.1016/j.compind.2020.103373⟩

Article dans une revue hal-04514393v1

Machine learning-based marker length estimation for garment mass customization

Y. N. Xu , Sebastien Thomassey , Xianyi Zeng

International Journal of Advanced Manufacturing Technology, 2021, The International Journal of Advanced Manufacturing Technology, -, ⟨10.1007/s00170-021-06833-w⟩

Article dans une revue hal-04501998v1

Garment mass customization methods for the cutting-related processes

Yanni Xu , Sebastien Thomassey , Xianyi Zeng

Textile Research Journal, 2021, Textile Research Journal, 91, ⟨10.1177/0040517520957399⟩

Article dans une revue hal-04514583v1
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Modeling of textile manufacturing processes using intelligent techniques: a review

Zhenglei He , Jie Xu , Kim Phuc Tran , Sébastien Thomassey , Xianyi Zeng et al.

International Journal of Advanced Manufacturing Technology, 2021, 116, pp.39 - 67. ⟨10.1007/s00170-021-07444-1⟩

Article dans une revue hal-03544251v1

The Semisupervised Approach for Data Driven and Consumer Oriented Sizing Systems in the Clothing Industry

Balkiss Hamad , Omar Jaafor , Sebastien Thomassey , Moez Hamad , Pascal Bruniaux

IEEE Transactions on Engineering Management, 2021, IEEE Transactions on Engineering Management, 70 (4), pp.1374-1388. ⟨10.1109/tem.2021.3104926⟩

Article dans une revue hal-04952119v1

Optimization of garment sizing and cutting order planning in the context of mass customization

Yanni Xu , Sebastien Thomassey , Xianyi Zeng

International Journal of Advanced Manufacturing Technology, 2020, The International Journal of Advanced Manufacturing Technology, 106, pp.3485-3503. ⟨10.1007/s00170-019-04866-w⟩

Article dans une revue hal-04509153v1
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A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization

Zhenglei He , Kim Phuc Tran , Sebastien Thomassey , Xianyi Zeng , Jie Xu et al.

Computers in Industry, 2020

Article dans une revue hal-03083646v1
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A Strategic Location Decision-Making Approach for Multi-Tier Supply Chain Sustainability

Petchprakai Sirilertsuwan , Sebastien Thomassey , Xianyi Zeng

Sustainability, 2020, Sustainability, 12 (20), ⟨10.3390/su12208340⟩

Article dans une revue hal-04506807v1

Artificial Intelligence for Fashion Industry in the Big Data Era Preface

Sébastien Thomassey , Xianyi Zeng

Springer Series in Fashion Business, 2019, Springer Series in Fashion Business, -, pp.V-VI

Article dans une revue hal-04425496v1
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A design analysis for eco-fashion style using sensory evaluation tools: Consumer perceptions of product appearance

Melissa Wagner , Antonela Curteza , Yan Hong , Yan Chen , Sebastien Thomassey et al.

Journal of retailing and consumer services, 2019, 51, pp.253 - 262. ⟨10.1016/j.jretconser.2019.06.005⟩

Article dans une revue hal-03484630v1
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Exploitation of Social Network Data for Forecasting Garment Sales

Chandadevi Giri , Sebastien Thomassey , Xianyi Zeng

International Journal of Computational Intelligence Systems, 2019, International Journal of Computational Intelligence Systems, 12 (2), pp.1423-1435. ⟨10.2991/ijcis.d.191109.001⟩

Article dans une revue hal-04509164v1

A resource sharing solution optimized by simulation-based heuristic for garment manufacturing

Ke Ma , Sebastien Thomassey , Xianyi Zeng , L. C. Wang , Y. Chen

International Journal of Advanced Manufacturing Technology, 2018, The International Journal of Advanced Manufacturing Technology, 99, pp.2803-2818. ⟨10.1007/s00170-018-2677-3⟩

Article dans une revue hal-04514631v1

AI for Apparel Manufacturing in Big Data Era: A Focus on Cutting and Sewing

Yanni Xu , Sebastien Thomassey , Xianyi Zeng

Springer Series in Fashion Business, 2018, Springer Series in Fashion Business, -, pp.125-151. ⟨10.1007/978-981-13-0080-6_7⟩

Article dans une revue hal-04483421v1

Development of a central order processing system for optimizing demand-driven textile supply chains: a real case based simulation study

Ke Ma , Sebastien Thomassey , Xianyi Zeng

Annals of Operations Research, 2018, Annals of Operations Research, 291, pp.627-656. ⟨10.1007/s10479-018-3000-2⟩

Article dans une revue hal-04506971v1
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Ouverture Printemps de la Donnée 2026 cinquième édition

Anne-Sophie Bage , Cécile Arènes , Meriç Akdoga , Léna Bouillard , Eric Cahuzac et al.

Printemps de la Donnée 2026, INRAE; Université Haute Alsace; Université de Lille; Sorbonne Université; CNRS-Inist; Université Bourgogne Europe, Mar 2026, Rennes, France

Communication dans un congrès hal-05577818v1

Abrasion, pilling and garment lifetime: the case of pull-over garments

Anne Perwuelz , Maryline Lewandowski , Maximilien Schrub , Sebastien Thomassey , Romain Benkirane

The Fiber Society 2024 Fall Meeting and Technical Conference, Oct 2024, Mulhouse (FR), France

Communication dans un congrès hal-04919459v1
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Instrumentation d'un vêtement pour la prédiction de son usage

Mohammed Jayat , Romain Benkirane , Cédric Cochrane , Sebastien Thomassey

SAGIP 2024 - 2ème Congrès Annuel de la Société d'Automatique, de Génie Industriel et de Productique, May 2024, Lyon, France

Communication dans un congrès hal-04934089v1

Durabilité, longévité & obsolescence dans le secteur textile : Prémices d’une réflexion globale

Romain Benkirane , Sebastien Thomassey , Ludovic Koehl , Anne Perwuelz

CIEC 2024 - 1er Congrès Interdisciplinaire sur l’Économie Circulaire, Jun 2024, Montpellier (France), France

Communication dans un congrès hal-04934361v1
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Durabilité, longévité et obsolescence dans le secteur textile habillement : prémices d'une réflexion globale

R Benkirane , Sebastien Thomassey , L Koehl , Anne Perwuelz

Congrès Interdisciplinaire sur l’Economie Circulaire CIEC-2024, Université Toulouse (UT), Jun 2024, Montpellier, France

Communication dans un congrès hal-04965000v1
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Vers une ACV à l'échelle du secteur textile : Industrialisation via le machine learning

Alizée Jure , Romain Benkirane , Ahmad Mazyad , Benoit Mouvielle , Sebastien Thomassey

Congrès MCV 2024 – Management du cycle de vie, May 2024, Lille (FR), France

Communication dans un congrès hal-04910222v1
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Exploratory study of an inclusive digital twin for the clothing industry of the future

Sébastien Thomassey , Frédéric Vanderhaegen , Frédéric Merienne

ERGO'IA 2023, Oct 2023, Bidart, France

Communication dans un congrès hal-04405068v1
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FBD_Bmodel Digital Platform: A Web-Based Application for Demand Driven Fashion Supply Chain

Sebastien Thomassey , Xianyi Zeng

IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2021, Nantes, France. pp.21-30, ⟨10.1007/978-3-030-85874-2_3⟩

Communication dans un congrès hal-04030391v1
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Long Term Demand Forecasting System for Demand Driven Manufacturing

Sleiman Rita , Kim Phuc Tran , Thomassey Sébastien

IFIP International Conference on Advances in Production Management Systems, Sep 2021, Nantes, France. pp.13 - 20, ⟨10.1007/978-3-030-85874-2_2⟩

Communication dans un congrès hal-03544286v1

Integration of customer profiles in LCAs. A study of their influence on pull-over

Maximilien Schrub , Anne Perwuelz , Sébastien Thomassey , Isabelle Robert

4th PLATE Conference, University of Limerick, Ireland., May 2021, Virtual Conference, Ireland

Communication dans un congrès hal-04217496v1
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A REINFORCEMENT LEARNING BASED DECISION SUPPORT SYSTEM IN TEXTILE MANUFACTURING PROCESS

Zhenglei He , Kim Phuc Tran , Sébastien Thomassey , Xianyi Zeng , Changhai Yi

15th International Conference on Intelligent Systems and Knowledge Engineering (ISKE2020), Aug 2020, Cologne, Germany

Communication dans un congrès hal-02612287v1
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Modeling Color Fading Ozonation of Textile Using Artificial Intelligence

Zhenglei He , Kim Phuc Tran , Sébastien Thomassey , Xianyi Zeng , Changhai Yi

ISSAT International Conference on Data Science in Business, Finance and Industry, Jul 2019, Da Nang, Vietnam

Communication dans un congrès hal-02268138v1
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Anomaly detection using Long Short Term Memory Networks and its applications in Supply Chain Management

Kim Phuc Tran , Hu Du Nguyen , Sébastien Thomassey

Manufacturing Modelling, Management and Control - 9th MIM 2019, Aug 2019, Berlin, Germany

Communication dans un congrès hal-02276170v1

Anomaly Detection for Catalyzing Operational Excellence in Complex Manufacturing Processes: A Survey and Perspective

Moussab Orabi , Kim Phuc Tran , Sebastien Thomassey , Philip Egger

Artificial Intelligence for Safety and Reliability Engineering, Springer Nature Switzerland, pp.49-78, 2024, 978-3-031-71494-8. ⟨10.1007/978-3-031-71495-5_4⟩

Chapitre d'ouvrage hal-05012181v1