Soumaya Yacout

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 33

Top Topics

Power Transformers

Reinforcement Learning

Top Venues

J. Intell. Manuf.

Expert Syst. Appl.

Comput. Ind. Eng.

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)
Ramy M. Khalifa, Soumaya Yacout, Samuel Bassetto
Root cause analysis of an out-of-control process using a logical analysis of data regression model and exponential weighted moving average. J. Intell. Manuf. 35 (3) (2024)
Ayman AboElHassan, Ahmed H. Sakr, Soumaya Yacout
General purpose digital twin framework using digital shadow and distributed system concepts. Comput. Ind. Eng. 183 (2023)
Ayman AboElHassan, Soumaya Yacout
A digital shadow framework using distributed system concepts. J. Intell. Manuf. 34 (8) (2023)
Hussein A. Taha, Soumaya Yacout, Yasser Shaban
Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition. J. Intell. Manuf. 34 (5) (2023)
Ahmed H. Sakr, Ayman AboElHassan, Soumaya Yacout, Samuel Bassetto
Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems. J. Intell. Manuf. 34 (3) (2023)
Mohamed Ossama Hassan, Antoine Saucier, Soumaya Yacout, François Soumis
A mixed integer linear programming model for multi-sector planning using speed and heading changes. Comput. Oper. Res. 128 (2021)
Ahmed H. Sakr, Ayman AboElHassan, Soumaya Yacout, Samuel Bassetto
Building Discrete-Event Simulation for Digital Twin Applications in Production Systems. ETFA (2021)
Mohab Aly, Foutse Khomh, Soumaya Yacout
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. Internet Things 14 (2021)
Ayman AboElHassan, Soumaya Yacout
Embedding Reinforcement Learning in Simulation. ETFA (2021)
Hussein A. Taha, Ahmed H. Sakr, Soumaya Yacout, Phenicia Serafin
Failure Reasoning and Uncertainty Analysis for Wheel Motor Electric Bus. ETFA (2021)
Ramy M. Khalifa, Soumaya Yacout, Samuel Bassetto
Developing machine-learning regression model with Logical Analysis of Data (LAD). Comput. Ind. Eng. 151 (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)
Daniel Buades Marcos, Soumaya Yacout, Saïd Berriah
Self-Supervised Encoder for Fault Prediction in Electrochemical Cells. CoRR (2020)
Stéphane R. A. Barde, Soumaya Yacout, Hayong Shin
Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks. J. Intell. Manuf. 30 (1) (2019)
Mohab Aly, Foutse Khomh, Yann-Gaël Guéhéneuc, Hironori Washizaki, Soumaya Yacout
Is Fragmentation a Threat to the Success of the Internet of Things? IEEE Internet Things J. 6 (1) (2019)
Miguel A. Lejeune, Vadim V. Lozin, Irina Lozina, Ahmed Ragab, Soumaya Yacout
Recent advances in the theory and practice of Logical Analysis of Data. Eur. J. Oper. Res. 275 (1) (2019)
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)
Mohab Aly, Foutse Khomh, Mohammed Haoues, Alejandro Quintero, Soumaya Yacout
. Internet Things 6 (2019)
Mohab Aly, Foutse Khomh, Yann-Gaël Guéhéneuc, Hironori Washizaki, Soumaya Yacout
Is Fragmentation a Threat to the Success of the Internet of Things? CoRR (2018)
Mohab Aly, Foutse Khomh, Soumaya Yacout
Kubernetes or OpenShift? Which Technology Best Suits Eclipse Hono IoT Deployments. SOCA (2018)
Mostafa Amer, Ahmad Hassan, Ahmed Ragab, Soumaya Yacout, Yvon Savaria, Mohamad Sawan
High-Temperature Empirical Modeling for the I-V Characteristics of GaN150-Based HEMT. ISCAS (2018)
Ahmed Ragab, Mohamed El-Koujok, Bruno Poulin, Mouloud Amazouz, Soumaya Yacout
Fault diagnosis in industrial chemical processes using interpretable patterns based on Logical Analysis of Data. Expert Syst. Appl. 95 (2018)
Ahmed Abubakr, Ahmad Hassan, Ahmed Ragab, Soumaya Yacout, Yvon Savaria, Mohamad Sawan
High-Temperature Modeling of the I-V Characteristics of GaN150 HEMT Using Machine Learning Techniques. ISCAS (2018)
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)
Yasser Shaban, Mouhab Meshreki, Soumaya Yacout, Marek Balazinski, Helmi Attia
Process control based on pattern recognition for routing carbon fiber reinforced polymer. J. Intell. Manuf. 28 (1) (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)
Diana López-Soto, Francisco Ángel-Bello, Soumaya Yacout, Ada M. Alvarez
A multi-start algorithm to design a multi-class classifier for a multi-criteria ABC inventory classification problem. Expert Syst. Appl. 81 (2017)
Stéphane R. A. Barde, Hayong Shin, Soumaya Yacout
Opportunistic preventive maintenance strategy of a multi-component system with hierarchical structure by simulation and evaluation. ETFA (2016)
Diana López-Soto, Soumaya Yacout, Francisco Ángel-Bello
Root cause analysis of familiarity biases in classification of inventory items based on logical patterns recognition. Comput. Ind. Eng. 93 (2016)
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)
Vahid Ebrahimipour, Soumaya Yacout
Ontology-Based Schema to Support Maintenance Knowledge Representation With a Case Study of a Pneumatic Valve. IEEE Trans. Syst. Man Cybern. Syst. 45 (4) (2015)
Mohamad-Ali Mortada, Soumaya Yacout, Aouni Lakis
Fault diagnosis in power transformers using multi-class logical analysis of data. J. Intell. Manuf. 25 (6) (2014)
Soumaya Yacout, Mouhab Meshreki, Helmi Attia
Monitoring and Control of Machining Process by Data Mining and Pattern Recognition. CISIS (2012)
Alireza Ghasemi, Sasan Esmaeili, Soumaya Yacout
Equipment's Prognostics Using Logical Analysis of Data. APMS (2) (2012)
Abderrazak Bennane, Soumaya Yacout
LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance. J. Intell. Manuf. 23 (2) (2012)
Philippe Orth, Soumaya Yacout, Luc Adjengue
Accuracy and robustness of decision making techniques in condition based maintenance. J. Intell. Manuf. 23 (2) (2012)
Mohamad-Ali Mortada, Thomas Carroll III, Soumaya Yacout, Aouni Lakis
Rogue components: their effect and control using logical analysis of data. J. Intell. Manuf. 23 (2) (2012)
Chantal Baril, Soumaya Yacout, Bernard Clément
Design for Six Sigma through collaborative multiobjective optimization. Comput. Ind. Eng. 60 (1) (2011)
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)