Mohamed-Salah Ouali

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2024 J jnl
A data-driven methodology with a nonparametric reliability method for optimal condition-based maintenance strategies.
Reliab. Eng. Syst. Saf.
Mina Mikhail, Mohamed-Salah Ouali, Soumaya Yacout
2023 J jnl
Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining.
J. Intell. Manuf.
Karim Nadim, Ahmed Ragab, Mohamed-Salah Ouali
2023 J jnl
Learn-to-supervise: Causal reinforcement learning for high-level control in industrial processes.
Eng. Appl. Artif. Intell.
Karim Nadim, Mohamed-Salah Ouali, Hakim Ghezzaz, Ahmed Ragab
2023 J jnl
Polygon generation and video-to-video translation for time-series prediction.
J. Intell. Manuf.
Mohamed Elhefnawy, Ahmed Ragab, Mohamed-Salah Ouali
2022 J jnl
A Data-Driven Fault Tree for a Time Causality Analysis in an Aging System.
Algorithms
Kerelous Waghen, Mohamed-Salah Ouali
2022 J jnl
Fault classification in the process industry using polygon generation and deep learning.
J. Intell. Manuf.
Mohamed Elhefnawy, Ahmed Ragab, Mohamed-Salah Ouali
2022 J jnl
Multi-output regression using polygon generation and conditional generative adversarial networks.
Expert Syst. Appl.
Mohamed Elhefnawy, Mohamed-Salah Ouali, Ahmed Ragab
2021 J jnl
Multi-level interpretable logic tree analysis: A data-driven approach for hierarchical causality analysis.
Expert Syst. Appl.
Kerelous Waghen, Mohamed-Salah Ouali
2020 J jnl
Failure interaction model based on extreme shock and Markov processes.
Reliab. Eng. Syst. Saf.
Toualith Jean-Marc Meango, Mohamed-Salah Ouali
2020 J jnl
Failure time prediction using adaptive logical analysis of survival curves and multiple machining signals.
J. Intell. Manuf.
Ahmed Elsheikh, Soumaya Yacout, Mohamed-Salah Ouali, Yasser Shaban
2019 J jnl
Bidirectional handshaking LSTM for remaining useful life prediction.
Neurocomputing
Ahmed Elsheikh, Soumaya Yacout, Mohamed-Salah Ouali
2019 J jnl
Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning.
Expert Syst. Appl.
Ahmed Ragab, Mohamed El-Koujok, Hakim Ghezzaz, Mouloud Amazouz, Mohamed-Salah Ouali, Soumaya Yacout
2019 J jnl
Interpretable logic tree analysis: A data-driven fault tree methodology for causality analysis.
Expert Syst. Appl.
Kerelous Waghen, Mohamed-Salah Ouali
2019 J jnl
Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions.
J. Intell. Manuf.
Ahmed Ragab, Soumaya Yacout, Mohamed-Salah Ouali, Hany Osman
2017 J jnl
Application of logical analysis of data to machinery-related accident prevention based on scarce data.
Reliab. Eng. Syst. Saf.
Sabrina Jocelyn, Yuvin Chinniah, Mohamed-Salah Ouali, Soumaya Yacout
2017 J jnl
Pattern-based prognostic methodology for condition-based maintenance using selected and weighted survival curves.
Qual. Reliab. Eng. Int.
Ahmed Ragab, Soumaya Yacout, Mohamed-Salah Ouali, Hany Osman
2016 J jnl
Remaining useful life prediction using prognostic methodology based on logical analysis of data and Kaplan-Meier estimation.
J. Intell. Manuf.
Ahmed Ragab, Mohamed-Salah Ouali, Soumaya Yacout, Hany Osman
2010 J jnl
Evaluating the Reliability Function and the Mean Residual Life for Equipment With Unobservable States.
IEEE Trans. Reliab.
Alireza Ghasemi, Soumaya Yacout, Mohamed-Salah Ouali
2010 J jnl
Parameter Estimation Methods for Condition-Based Maintenance With Indirect Observations.
IEEE Trans. Reliab.
Alireza Ghasemi, Soumaya Yacout, Mohamed-Salah Ouali
2003 J jnl
Optional Preventive Replacement Policy for Two-Component System.
J. Decis. Syst.
Mohamed-Salah Ouali, Soumaya Yacout