Mohamed-Salah Ouali

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 17

Top Topics

Quantile Regression

Markov Processes

Top Venues

J. Intell. Manuf.

Expert Syst. Appl.

Reliab. Eng. Syst. Saf.

Eng. Appl. Artif. Intell.

Publications

Mina Mikhail, Mohamed-Salah Ouali, Soumaya Yacout
A data-driven methodology with a nonparametric reliability method for optimal condition-based maintenance strategies. Reliab. Eng. Syst. Saf. 241 (2024)
Karim Nadim, Ahmed Ragab, Mohamed-Salah Ouali
Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining. J. Intell. Manuf. 34 (1) (2023)
Karim Nadim, Mohamed-Salah Ouali, Hakim Ghezzaz, Ahmed Ragab
Learn-to-supervise: Causal reinforcement learning for high-level control in industrial processes. Eng. Appl. Artif. Intell. 126 (2023)
Mohamed Elhefnawy, Ahmed Ragab, Mohamed-Salah Ouali
Polygon generation and video-to-video translation for time-series prediction. J. Intell. Manuf. 34 (1) (2023)
Mohamed Elhefnawy, Ahmed Ragab, Mohamed-Salah Ouali
Fault classification in the process industry using polygon generation and deep learning. J. Intell. Manuf. 33 (5) (2022)
Mohamed Elhefnawy, Mohamed-Salah Ouali, Ahmed Ragab
Multi-output regression using polygon generation and conditional generative adversarial networks. Expert Syst. Appl. 203 (2022)
Kerelous Waghen, Mohamed-Salah Ouali
A Data-Driven Fault Tree for a Time Causality Analysis in an Aging System. Algorithms 15 (6) (2022)
Kerelous Waghen, Mohamed-Salah Ouali
Multi-level interpretable logic tree analysis: A data-driven approach for hierarchical causality analysis. Expert Syst. Appl. 178 (2021)
Ahmed Elsheikh, Soumaya Yacout, Mohamed-Salah Ouali, Yasser Shaban
Failure time prediction using adaptive logical analysis of survival curves and multiple machining signals. J. Intell. Manuf. 31 (2) (2020)
Toualith Jean-Marc Meango, Mohamed-Salah Ouali
Failure interaction model based on extreme shock and Markov processes. Reliab. Eng. Syst. Saf. 197 (2020)
Ahmed Ragab, Soumaya Yacout, Mohamed-Salah Ouali, Hany Osman
Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions. J. Intell. Manuf. 30 (1) (2019)
Ahmed Ragab, Mohamed El-Koujok, Hakim Ghezzaz, Mouloud Amazouz, Mohamed-Salah Ouali, Soumaya Yacout
Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning. Expert Syst. Appl. 122 (2019)
Ahmed Elsheikh, Soumaya Yacout, Mohamed-Salah Ouali
Bidirectional handshaking LSTM for remaining useful life prediction. Neurocomputing 323 (2019)
Kerelous Waghen, Mohamed-Salah Ouali
Interpretable logic tree analysis: A data-driven fault tree methodology for causality analysis. Expert Syst. Appl. 136 (2019)
Sabrina Jocelyn, Yuvin Chinniah, Mohamed-Salah Ouali, Soumaya Yacout
Application of logical analysis of data to machinery-related accident prevention based on scarce data. Reliab. Eng. Syst. Saf. 159 (2017)
Ahmed Ragab, Soumaya Yacout, Mohamed-Salah Ouali, Hany Osman
Pattern-based prognostic methodology for condition-based maintenance using selected and weighted survival curves. Qual. Reliab. Eng. Int. 33 (8) (2017)
Ahmed Ragab, Mohamed-Salah Ouali, Soumaya Yacout, Hany Osman
Remaining useful life prediction using prognostic methodology based on logical analysis of data and Kaplan-Meier estimation. J. Intell. Manuf. 27 (5) (2016)
Alireza Ghasemi, Soumaya Yacout, Mohamed-Salah Ouali
Evaluating the Reliability Function and the Mean Residual Life for Equipment With Unobservable States. IEEE Trans. Reliab. 59 (1) (2010)
Alireza Ghasemi, Soumaya Yacout, Mohamed-Salah Ouali
Parameter Estimation Methods for Condition-Based Maintenance With Indirect Observations. IEEE Trans. Reliab. 59 (2) (2010)
Mohamed-Salah Ouali, Soumaya Yacout
Optional Preventive Replacement Policy for Two-Component System. J. Decis. Syst. 12 (1) (2003)