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)

Design for Six Sigma through collaborative multiobjective optimization. - Chantal Baril; Soumaya Yacout; Bernard Clément (Comput. Ind. Eng., 2011)

Monitoring and Control of Machining Process by Data Mining and Pattern Recognition. - Soumaya Yacout; Mouhab Meshreki; Helmi Attia (CISIS, 2012)

Equipment's Prognostics Using Logical Analysis of Data. - Alireza Ghasemi; Sasan Esmaeili; Soumaya Yacout (APMS (2), 2012)

LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance. - Abderrazak Bennane; Soumaya Yacout (J. Intell. Manuf., 2012)

Rogue components: their effect and control using logical analysis of data. - Mohamad-Ali Mortada; Thomas Carroll III; Soumaya Yacout; Aouni Lakis (J. Intell. Manuf., 2012)

Accuracy and robustness of decision making techniques in condition based maintenance. - Philippe Orth; Soumaya Yacout; Luc Adjengue (J. Intell. Manuf., 2012)

Fault diagnosis in power transformers using multi-class logical analysis of data. - Mohamad-Ali Mortada; Soumaya Yacout; Aouni Lakis (J. Intell. Manuf., 2014)

Ontology-Based Schema to Support Maintenance Knowledge Representation With a Case Study of a Pneumatic Valve. - Vahid Ebrahimipour; Soumaya Yacout (IEEE Trans. Syst. Man Cybern. Syst., 2015)

Opportunistic preventive maintenance strategy of a multi-component system with hierarchical structure by simulation and evaluation. - Stéphane R. A. Barde; Hayong Shin; Soumaya Yacout (ETFA, 2016)

Root cause analysis of familiarity biases in classification of inventory items based on logical patterns recognition. - Diana López-Soto; Soumaya Yacout; Francisco Ángel-Bello (Comput. Ind. Eng., 2016)

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)

A multi-start algorithm to design a multi-class classifier for a multi-criteria ABC inventory classification problem. - Diana López-Soto; Francisco Ángel-Bello; Soumaya Yacout; Ada M. Alvarez (Expert Syst. Appl., 2017)

Process control based on pattern recognition for routing carbon fiber reinforced polymer. - Yasser Shaban; Mouhab Meshreki; Soumaya Yacout; Marek Balazinski; Helmi Attia (J. Intell. Manuf., 2017)

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)

High-Temperature Modeling of the I-V Characteristics of GaN150 HEMT Using Machine Learning Techniques. - Ahmed Abubakr; Ahmad Hassan; Ahmed Ragab; Soumaya Yacout; Yvon Savaria; Mohamad Sawan (ISCAS, 2018)

High-Temperature Empirical Modeling for the I-V Characteristics of GaN150-Based HEMT. - Mostafa Amer; Ahmad Hassan; Ahmed Ragab; Soumaya Yacout; Yvon Savaria; Mohamad Sawan (ISCAS, 2018)

Kubernetes or OpenShift? Which Technology Best Suits Eclipse Hono IoT Deployments. - Mohab Aly; Foutse Khomh; Soumaya Yacout (SOCA, 2018)

Fault diagnosis in industrial chemical processes using interpretable patterns based on Logical Analysis of Data. - Ahmed Ragab; Mohamed El-Koujok; Bruno Poulin; Mouloud Amazouz; Soumaya Yacout (Expert Syst. Appl., 2018)

Recent advances in the theory and practice of Logical Analysis of Data. - Miguel A. Lejeune; Vadim V. Lozin; Irina Lozina; Ahmed Ragab; Soumaya Yacout (Eur. J. Oper. Res., 2019)

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)

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

Enforcing security in Internet of Things frameworks: A Systematic Literature Review. - Mohab Aly; Foutse Khomh; Mohammed Haoues; Alejandro Quintero; Soumaya Yacout (Internet Things, 2019)

Is Fragmentation a Threat to the Success of the Internet of Things? - Mohab Aly; Foutse Khomh; Yann-Gaël Guéhéneuc; Hironori Washizaki; Soumaya Yacout (IEEE Internet Things J., 2019)

Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks. - Stéphane R. A. Barde; Soumaya Yacout; Hayong Shin (J. Intell. Manuf., 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)

Self-Supervised Encoder for Fault Prediction in Electrochemical Cells. - Daniel Buades Marcos; Soumaya Yacout; Saïd Berriah (CoRR, 2020)

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)

Embedding Reinforcement Learning in Simulation. - Ayman AboElHassan; Soumaya Yacout (ETFA, 2021)

Building Discrete-Event Simulation for Digital Twin Applications in Production Systems. - Ahmed H. Sakr; Ayman AboElHassan; Soumaya Yacout; Samuel Bassetto (ETFA, 2021)

Failure Reasoning and Uncertainty Analysis for Wheel Motor Electric Bus. - Hussein A. Taha; Ahmed H. Sakr; Soumaya Yacout; Phenicia Serafin (ETFA, 2021)

Developing machine-learning regression model with Logical Analysis of Data (LAD). - Ramy M. Khalifa; Soumaya Yacout; Samuel Bassetto (Comput. Ind. Eng., 2021)

A mixed integer linear programming model for multi-sector planning using speed and heading changes. - Mohamed Ossama Hassan; Antoine Saucier; Soumaya Yacout; François Soumis (Comput. Oper. Res., 2021)

What Do Practitioners Discuss about IoT and Industry 4.0 Related Technologies? Characterization and Identification of IoT and Industry 4.0 Categories in Stack Overflow Discussions. - Mohab Aly; Foutse Khomh; Soumaya Yacout (Internet Things, 2021)

Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems. - Ahmed H. Sakr; Ayman AboElHassan; Soumaya Yacout; Samuel Bassetto (J. Intell. Manuf., 2023)

Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition. - Hussein A. Taha; Soumaya Yacout; Yasser Shaban (J. Intell. Manuf., 2023)

General purpose digital twin framework using digital shadow and distributed system concepts. - Ayman AboElHassan; Ahmed H. Sakr; Soumaya Yacout (Comput. Ind. Eng., 2023)

A digital shadow framework using distributed system concepts. - Ayman AboElHassan; Soumaya Yacout (J. Intell. Manuf., 2023)

Advanced Powertrain Fault Diagnosis for Electric Buses: An IoV Approach. - Hussein A. Taha; Abdelhamid Mammeri; Soumaya Yacout (WF-IoT, 2024)

Towards Standardizing the Integration of Digital Twins in Manufacturing Systems. - Hedir Oukassi; Amel Jaoua; Soumaya Yacout; Elisa Negri; Mehdi Jaoua (WSC, 2024)

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)

Root cause analysis of an out-of-control process using a logical analysis of data regression model and exponential weighted moving average. - Ramy M. Khalifa; Soumaya Yacout; Samuel Bassetto (J. Intell. Manuf., 2024)