APMS 2021
International Conference Advances in Production Management Systems

September 5-9, 2021 | Nantes, France

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Conference Agenda

Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).

Only Sessions at Location/Venue

Session Overview

Session

Artificial Intelligence Based Optimization Techniques for Demand-Driven Manufacturing

Time:

Monday, 06/Sept/2021:

11:00am - 1:00pm

Session Chair: Sébastien Thomassey
Session Chair: Minh Tam Tran

Virtual location: Monday Room 1

Presentations

ID: 390 / AIB: 1
Special session: Artificial Intelligence Based Optimization Techniques for Demand-Driven Manufacturing
Keywords: Demand-Driven Manufacturing, Sales forecasting, Demand forecasting, Historical sales correction

Long term demand forecasting system for demand driven manufacturing

Rita Sleiman, Kim-Phuc Tran, Sébastien Thomassey

Univ. Lille, ENSAIT, GEMTEX, France

ID: 528 / AIB: 2
Special session: Artificial Intelligence Based Optimization Techniques for Demand-Driven Manufacturing
Keywords: Anomalies Detection, Outliers, Autoencoder, Variational Autoencoder, One Class Classification, Credit Card Fraud

Data-driven approach for Credit Card FraudDetection with Autoencoder and One-ClassClassification techniques

Abdoul-Fatao Ouedraogo¹, Cédric Heuchenne^2,1, Quoc-Thông Nguyen³, Hien Tran¹

¹Institute of Artificial Intelligence and Data Science, Dong A University, Da Nang, Vietnam; ²HEC Management School, University of Liège, Liège 4000, Belgium; ³Université de Lille, ENSAIT, GEMTEX, F-59000 Lille, France

ID: 462 / AIB: 3
Special session: Artificial Intelligence Based Optimization Techniques for Demand-Driven Manufacturing
Keywords: Web-based application, multi criteria supplier selection, on-demand production

FBD_Bmodel Digital Platform: a web-based application for demand driven fashion supply chain

Sébastien Thomassey, Xianyi Zeng1

GEMTEX / ENSAIT, France

ID: 282 / AIB: 4
Special session: Machine Learning and Data-driven Production Management
Keywords: Artificial Intelligence, Goods Tracking, Machine Learning, Supply Chain Network.

Goods and Activities Tracking Through Supply Chain Network Using Machine Learning Models

Lahcen Tamym¹, Ahmed Nait Sidi Moh², Lyes Benyoucef³, Moulay Driss El Ouadghiri¹

¹Moulay Ismail University, IA Laboratory, Meknes, Morocco; ²Picardie Jules Verne University (PJVU), LTI Laboratory, Saint Quentin, France; ³Aix-Marseille University, University of Toulon, CNRS, LIS, Marseille, France

ID: 572 / AIB: 5
Special session: Optimization of reverse logistics systems based on artificial intelligence
Keywords: Reverse supply chain, Disassembly-to-order, Stochastic disassembly lead time.

A model for a multi-level disassembly system under random disassembly lead times

Ilhem SLAMA¹, Oussama Ben-Ammar², Alexandre Dolgui³

¹IMT Atlantique, France; ²Mines Saint-Etienne, France; ³IMT Atlantique, France

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APMS 2021 International Conference Advances in Production Management Systems

September 5-9, 2021 | Nantes, France

Conference Agenda

APMS 2021
International Conference Advances in Production Management Systems