Documents publiés en "2021"

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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

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

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

Aly, M., Khomh, F., & Yacout, S. (2021). What Do Practitioners Discuss about IoT and Industry 4.0 Related Technologies? Characterization and Identification of IoT and Industry 4.0 Categories in Stack Overflow Discussions. Internet of Things, 14, 100364. Lien externe

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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

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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

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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

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

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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

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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

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

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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