Documents publiés en "2019"

Ahmed, A. M., Ibrahim, S. K., & Yacout, S. (mars 2019). Hyperspectral Image Classification Based on Logical Analysis of Data [Communication écrite]. 2019 IEEE Aerospace Conference, Montana, USA (9 pages). Lien externe

Ahmed, A. M., Salama, A., Ibrahim, H. A., Sayed, M. A. E., & Yacout, S. (mars 2019). Prediction of Battery Remaining Useful Life on Board Satellites Using Logical Analysis of Data [Communication écrite]. IEEE Aerospace Conference, Montana, USA (8 pages). Lien externe

Aly, M., Khomh, F., Guéhéneuc, Y.-G., Washizaki, H., & Yacout, S. (2019). Is fragmentation a threat to the success of the Internet of things? IEEE Internet of Things Journal, 6(1), 472-487. Lien externe

Aly, M., Khomh, F., Haoues, M., Quintero, A., & Yacout, S. (2019). Enforcing security in Internet of Things frameworks: A Systematic Literature Review. Internet of Things, 6, 100050 (24 pages). Lien externe

Barde, S. R. A., Yacout, S., & Shin, H. (2019). Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks. Journal of Intelligent Manufacturing, 30(1), 147-161. Lien externe

Buades Marcos, D., Yacout, S., & Berriah, S. (décembre 2019). A Self-Supervised Encoder for Fault Prediction in Electrochemical Cells [Affiche]. 33rd Annual Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. Non disponible

Lejeune, M., Lozin, V., Lozina, I., Ragab, A., & Yacout, S. (2019). Recent advances in the theory and practice of Logical Analysis of Data. European Journal of Operational Research, 275(1), 1-15. Lien externe

Mikhail, M., Yacout, S., & Ouali, M.-S. (octobre 2019). Optimal preventive maintenance strategy using reinforcement learning [Communication écrite]. 4th North American International Conference on Industrial Engineering and Operations Management, Toronto, ON (9 pages). Lien externe

Ragab, A., El Koujok, M., Ghezzaz, H., Amazouz, M., Ouali, M.-S., & Yacout, S. (2019). Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning. Expert Systems With Applications, 122, 388-405. Lien externe

Ragab, A., Yacout, S., Ouali, M.-S., & Osman, H. (2019). Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions. Journal of Intelligent Manufacturing, 30(1), 255-274. Lien externe

Sakr, A. H., Yacout, S., & Bassetto, S. (octobre 2019). A discrete event simulation logic for semiconductor production planning and control within industry 4.0 paradigm [Communication écrite]. 4th North American International Conference on Industrial Engineering and Operations Management, Toronto, ON (11 pages). Lien externe

Taha, H. A., Sakr, A. A., & Yacout, S. (octobre 2019). Aircraft engine remaining useful life prediction framwork for industry 4.0 [Communication écrite]. International Conference on Industrial Engineering and Operations Management, Toronto, Canada (11 pages). Lien externe

Yacout, S. (avril 2019). The Industrial Value Chain and the Digital Transformation: Prospects of Industrial Multidisciplinary Applications [Présentation]. Dans 6th IEEE International Conference on Industrial Engineering and Applications (ICIEA 2019), Tokyo, Japan. Non disponible

Yacout, S. The Industrial Value Chain and The Digital Transformation: Prospects of Industrial Multidisciplinary Collaborative Research [Présentation]. Dans CanmetENERGIE, Natural Resource Canada, Varennes, Québec, Canada. Non disponible

Yacout, S., & Ouali, M.-S. (janvier 2019). Using Artificial Intelligence for Block Maintenance of Pavement Segments with Similar Degradation [Communication écrite]. 65th Annual Reliability and Maintainability Symposium (RAMS 2019), Orlando, Florida. Lien externe