Soumaya Yacout
Affiliations: | Ecole Polytechnique, Montreal (Canada) |
Area:
Industrial Engineering, Artificial Intelligence, Operations ResearchGoogle:
"Soumaya Yacout"
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Publications
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| Elsheikh A, Yacout S, Ouali M, et al. (2020) Failure time prediction using adaptive logical analysis of survival curves and multiple machining signals Journal of Intelligent Manufacturing. 31: 1-13 |
| Elsheikh A, Yacout S, Ouali M. (2019) Bidirectional handshaking LSTM for remaining useful life prediction Neurocomputing. 323: 148-156 |
| Ragab A, Koujok ME, Ghezzaz H, et al. (2019) Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning Expert Systems With Applications. 122: 388-405 |
| Lejeune MA, Lozin VV, Lozina I, et al. (2019) Recent advances in the theory and practice of Logical Analysis of Data European Journal of Operational Research. 275: 1-15 |
| Ragab A, Yacout S, Ouali M, et al. (2019) Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions Journal of Intelligent Manufacturing. 30: 255-274 |
| Barde SRA, Yacout S, Shin H. (2019) Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks Journal of Intelligent Manufacturing. 30: 147-161 |
| Ragab A, El-Koujok M, Poulin B, et al. (2018) Fault diagnosis in industrial chemical processes using interpretable patterns based on Logical Analysis of Data Expert Systems With Applications. 95: 368-383 |
| Ragab A, Carnavalet XDCD, Yacout S, et al. (2017) Face recognition using multi-class Logical Analysis of Data Pattern Recognition and Image Analysis. 27: 276-288 |
| Shaban Y, Yacout S, Balazinski M, et al. (2017) Cutting tool wear detection using multiclass logical analysis of data Machining Science and Technology. 21: 526-541 |
| Jocelyn S, Chinniah Y, Ouali M, et al. (2017) Application of logical analysis of data to machinery-related accident prevention based on scarce data Reliability Engineering & System Safety. 159: 223-236 |