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ORCIDSébastien Thomassey
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Journal Articles
- 2023
[j13]Balkiss Hamad, Omar Jaafor, Sébastien Thomassey
, Moez Hamad, Pascal Bruniaux:
The Semisupervised Approach for Data Driven and Consumer Oriented Sizing Systems in the Clothing Industry. IEEE Trans. Engineering Management 70(4): 1374-1388 (2023)- 2022
- [j12]Rita Sleiman, Ahmad Mazyad, Moez Hamad, Kim Phuc Tran, Sébastien Thomassey:
Forecasting Sales Profiles of Products in an Exceptional Context: COVID-19 Pandemic. Int. J. Comput. Intell. Syst. 15(1): 99 (2022) - 2021
- [j11]Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Jie Xu, Changhai Yi:
A deep reinforcement learning based multi-criteria decision support system for optimizing textile chemical process. Comput. Ind. 125: 103373 (2021) - [j10]Huu Du Nguyen, Kim Phuc Tran, Sébastien Thomassey, Moez Hamad:
Forecasting and Anomaly Detection approaches using LSTM and LSTM Autoencoder techniques with the applications in supply chain management. Int. J. Inf. Manag. 57: 102282 (2021) - 2020
- [j9]Ke Ma, Sébastien Thomassey, Xianyi Zeng:
Development of a central order processing system for optimizing demand-driven textile supply chains: a real case based simulation study. Ann. Oper. Res. 291(1): 627-656 (2020) - 2019
- [j8]Chandadevi Giri, Sébastien Thomassey, Xianyi Zeng:
Exploitation of Social Network Data for Forecasting Garment Sales. Int. J. Comput. Intell. Syst. 12(2): 1423-1435 (2019) - [j7]Giuseppe Craparotta, Sébastien Thomassey, Amedeo Biolatti:
A Siamese Neural Network Application for Sales Forecasting of New Fashion Products Using Heterogeneous Data. Int. J. Comput. Intell. Syst. 12(2): 1537-1546 (2019) - 2017
- [j6]Moez Hamad, Sébastien Thomassey, Pascal Bruniaux:
A new sizing system based on 3D shape descriptor for morphology clustering. Comput. Ind. Eng. 113: 683-692 (2017) - 2014
- [j5]Brahmadeep, Sébastien Thomassey:
A simulation based comparison: Manual and automatic distribution setup in a textile yarn rewinding unit of a yarn dyeing factory. Simul. Model. Pract. Theory 45: 80-90 (2014) - 2013
- [j4]Senem Kursun Bahadir, Sébastien Thomassey, Vladan Koncar, Fatma Kalaoglu:
An Algorithm Based on Neuro-Fuzzy Controller Implemented in A Smart Clothing System For Obstacle Avoidance. Int. J. Comput. Intell. Syst. 6(3): 503-517 (2013) - 2007
- [j3]Sébastien Thomassey, Michel Happiette:
A neural clustering and classification system for sales forecasting of new apparel items. Appl. Soft Comput. 7(4): 1177-1187 (2007) - 2006
- [j2]Sébastien Thomassey, Antonio Fiordaliso:
A hybrid sales forecasting system based on clustering and decision trees. Decis. Support Syst. 42(1): 408-421 (2006) - 2005
- [j1]Sébastien Thomassey, Michel Happiette, Jean Marie Castelain:
A short and mean-term automatic forecasting system--application to textile logistics. Eur. J. Oper. Res. 161(1): 275-284 (2005)
Conference and Workshop Papers
- 2021
- [c4]Rita Sleiman, Kim Phuc Tran, Sébastien Thomassey:
Long Term Demand Forecasting System for Demand Driven Manufacturing. APMS (1) 2021: 13-20 - [c3]Sébastien Thomassey, Xianyi Zeng:
FBD_Bmodel Digital Platform: A Web-Based Application for Demand Driven Fashion Supply Chain. APMS (1) 2021: 21-30 - 2020
- [c2]Yanni Xu, Sébastien Thomassey, Xianyi Zeng:
An Application of Machine Learning to Marker Prediction in Garment Industry: Marker Length Estimation by Neural Network for the Exponentially Increasing Magnitude of Possible Size Combinations. APPIS 2020: 23:1-23:5 - 2014
- [c1]Moez Hamad, Sébastien Thomassey, Pascal Bruniaux:
New human body shape descriptor based on anthropometrics points. SoCPaR 2014: 273-278
Parts in Books or Collections
- 2007
- [p1]Nicolas Ansel, Sébastien Thomassey, Pascal Bruniaux, Xianyi Zeng:
Integration of an Adaptive CAD System for Flexible Furniture Industry. Computational Textile 2007: 147-165
Informal and Other Publications
- 2020
- [i3]Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Changhai Yi:
A reinforcement learning based decision support system in textile manufacturing process. CoRR abs/2005.09867 (2020) - [i2]Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Jie Xu, Changhai Yi:
Multi-Objective Optimization of the Textile Manufacturing Process Using Deep-Q-Network Based Multi-Agent Reinforcement Learning. CoRR abs/2012.01101 (2020) - [i1]Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Jie Xu, Haiyi Chang:
A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization. CoRR abs/2012.14794 (2020)
Coauthor Index
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