Optional Preventive Replacement Policy for Two-Component System. - Mohamed-Salah Ouali; Soumaya Yacout (J. Decis. Syst., 2003)

Evaluating the Reliability Function and the Mean Residual Life for Equipment With Unobservable States. - Alireza Ghasemi; Soumaya Yacout; Mohamed-Salah Ouali (IEEE Trans. Reliab., 2010)

Parameter Estimation Methods for Condition-Based Maintenance With Indirect Observations. - Alireza Ghasemi; Soumaya Yacout; Mohamed-Salah Ouali (IEEE Trans. Reliab., 2010)

Remaining useful life prediction using prognostic methodology based on logical analysis of data and Kaplan-Meier estimation. - Ahmed Ragab; Mohamed-Salah Ouali; Soumaya Yacout; Hany Osman (J. Intell. Manuf., 2016)

Pattern-based prognostic methodology for condition-based maintenance using selected and weighted survival curves. - Ahmed Ragab; Soumaya Yacout; Mohamed-Salah Ouali; Hany Osman (Qual. Reliab. Eng. Int., 2017)

Application of logical analysis of data to machinery-related accident prevention based on scarce data. - Sabrina Jocelyn; Yuvin Chinniah; Mohamed-Salah Ouali; Soumaya Yacout (Reliab. Eng. Syst. Saf., 2017)

Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning. - Ahmed Ragab; Mohamed El-Koujok; Hakim Ghezzaz; Mouloud Amazouz; Mohamed-Salah Ouali; Soumaya Yacout (Expert Syst. Appl., 2019)

Interpretable logic tree analysis: A data-driven fault tree methodology for causality analysis. - Kerelous Waghen; Mohamed-Salah Ouali (Expert Syst. Appl., 2019)

Bidirectional handshaking LSTM for remaining useful life prediction. - Ahmed Elsheikh; Soumaya Yacout; Mohamed-Salah Ouali (Neurocomputing, 2019)

Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions. - Ahmed Ragab; Soumaya Yacout; Mohamed-Salah Ouali; Hany Osman (J. Intell. Manuf., 2019)

Failure time prediction using adaptive logical analysis of survival curves and multiple machining signals. - Ahmed Elsheikh; Soumaya Yacout; Mohamed-Salah Ouali; Yasser Shaban (J. Intell. Manuf., 2020)

Failure interaction model based on extreme shock and Markov processes. - Toualith Jean-Marc Meango; Mohamed-Salah Ouali (Reliab. Eng. Syst. Saf., 2020)

Multi-level interpretable logic tree analysis: A data-driven approach for hierarchical causality analysis. - Kerelous Waghen; Mohamed-Salah Ouali (Expert Syst. Appl., 2021)

A Data-Driven Fault Tree for a Time Causality Analysis in an Aging System. - Kerelous Waghen; Mohamed-Salah Ouali (Algorithms, 2022)

Multi-output regression using polygon generation and conditional generative adversarial networks. - Mohamed Elhefnawy; Mohamed-Salah Ouali; Ahmed Ragab (Expert Syst. Appl., 2022)

Fault classification in the process industry using polygon generation and deep learning. - Mohamed Elhefnawy; Ahmed Ragab; Mohamed-Salah Ouali (J. Intell. Manuf., 2022)

Polygon generation and video-to-video translation for time-series prediction. - Mohamed Elhefnawy; Ahmed Ragab; Mohamed-Salah Ouali (J. Intell. Manuf., 2023)

Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining. - Karim Nadim; Ahmed Ragab; Mohamed-Salah Ouali (J. Intell. Manuf., 2023)

Learn-to-supervise: Causal reinforcement learning for high-level control in industrial processes. - Karim Nadim; Mohamed-Salah Ouali; Hakim Ghezzaz; Ahmed Ragab (Eng. Appl. Artif. Intell., 2023)

A data-driven methodology with a nonparametric reliability method for optimal condition-based maintenance strategies. - Mina Mikhail; Mohamed-Salah Ouali; Soumaya Yacout (Reliab. Eng. Syst. Saf., 2024)