Documents publiés en "2021"

Article de revue

Elfar, O., Yacout, S., & Osman, H. (2021). Accelerating logical analysis of data using an ensemble-based technique. Engineering Letters, 29(4), 1616-1625. Lien externe

Hassan, M. O., Saucier, A., Yacout, S., & Soumis, F. (2021). A mixed integer linear programming model for multi-sector planning using speed and heading changes. Computers & Operations Research, 128, 19 pages. Lien externe

Khalifa, R. M., Yacout, S., & Bassetto, S. (2021). Developing machine-learning regression model with Logical Analysis of Data (LAD). Computers and Industrial Engineering, 151, 106947 (16 pages). Lien externe

Masmoudi, O., Jaoua, M., Jaoua, A., & Yacout, S. (2021). Data Preparation in Machine Learning for Condition-based Maintenance. Journal of Computer Science, 17(6), 525-538. Disponible

Sakr, A. H., Aboelhassan, A., Yacout, S., & Bassetto, S. (2021). Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems. Journal of Intelligent Manufacturing, 2021(3), 1311-1324. Lien externe

Communication écrite

AboElHassan, A., & Yacout, S. (septembre 2021). Embedding Reinforcement Learning in Simulation [Communication écrite]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (6 pages). Lien externe

Aly, M., Khomh, F., & Yacout, S. (décembre 2021). On the performance implications of deploying IoT apps as faas [Communication écrite]. 1st International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC 2021), Varanasi, India. Lien externe

Khalifa, R. M., Yacout, S., & Bassetto, S. (novembre 2021). Quality 4.0 : entity relationship model for inspection and repair processes in aerospace domain [Communication écrite]. 6th North American Conference on Industrial Engineering & Operations Management (IEOM 2021), Monterrey, Mexico (11 pages). Lien externe

Sakr, A. H., Aboelhassan, A., Yacout, S., & Bassetto, S. (septembre 2021). Building Discrete-Event Simulation for Digital Twin Applications in Production Systems [Communication écrite]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (8 pages). Lien externe

Taha, H. A., Sakr, A. H., Yacout, S., & Serafin, P. (septembre 2021). Failure Reasoning and Uncertainty Analysis for Wheel Motor Electric Bus [Communication écrite]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (4 pages). Lien externe

Taha, H. A., Yacout, S., & Birglen, L. (novembre 2020). Detection and Monitoring for Anomalies and Degradation of a Robotic Arm Using Machine Learning [Communication écrite]. Stuttgart Conference on Automative Production (SCAP 2020). Lien externe

Chapitre de livre

AboElHassan, A., Sakr, A., & Yacout, S. (2021). A Framework for Digital Twin Deployment in Production Systems. Dans Advances in Automotive Production Technology – Theory and Application (p. 145-152). Lien externe