Soumaya Yacout
According to our database1,
Soumaya Yacout
authored at least 43 papers
between 2003 and 2024.
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Bibliography
2024
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., March, 2024
A data-driven methodology with a nonparametric reliability method for optimal condition-based maintenance strategies.
Reliab. Eng. Syst. Saf., January, 2024
2023
J. Intell. Manuf., December, 2023
General purpose digital twin framework using digital shadow and distributed system concepts.
Comput. Ind. Eng., September, 2023
Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition.
J. Intell. Manuf., June, 2023
Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems.
J. Intell. Manuf., March, 2023
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.
Internet Things, 2021
A mixed integer linear programming model for multi-sector planning using speed and heading changes.
Comput. Oper. Res., 2021
Comput. Ind. Eng., 2021
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
Building Discrete-Event Simulation for Digital Twin Applications in Production Systems.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
2020
Failure time prediction using adaptive logical analysis of survival curves and multiple machining signals.
J. Intell. Manuf., 2020
2019
Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions.
J. Intell. Manuf., 2019
Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks.
J. Intell. Manuf., 2019
IEEE Internet Things J., 2019
Enforcing security in Internet of Things frameworks: <i>A Systematic Literature Review</i>.
Internet Things, 2019
Neurocomputing, 2019
Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning.
Expert Syst. Appl., 2019
Eur. J. Oper. Res., 2019
2018
Fault diagnosis in industrial chemical processes using interpretable patterns based on Logical Analysis of Data.
Expert Syst. Appl., 2018
Proceedings of the 11th IEEE Conference on Service-Oriented Computing and Applications, 2018
High-Temperature Empirical Modeling for the I-V Characteristics of GaN150-Based HEMT.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
High-Temperature Modeling of the I-V Characteristics of GaN150 HEMT Using Machine Learning Techniques.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
2017
Application of logical analysis of data to machinery-related accident prevention based on scarce data.
Reliab. Eng. Syst. Saf., 2017
Pattern-based prognostic methodology for condition-based maintenance using selected and weighted survival curves.
Qual. Reliab. Eng. Int., 2017
Process control based on pattern recognition for routing carbon fiber reinforced polymer.
J. Intell. Manuf., 2017
A multi-start algorithm to design a multi-class classifier for a multi-criteria ABC inventory classification problem.
Expert Syst. Appl., 2017
2016
Remaining useful life prediction using prognostic methodology based on logical analysis of data and Kaplan-Meier estimation.
J. Intell. Manuf., 2016
Root cause analysis of familiarity biases in classification of inventory items based on logical patterns recognition.
Comput. Ind. Eng., 2016
Opportunistic preventive maintenance strategy of a multi-component system with hierarchical structure by simulation and evaluation.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
2015
Ontology-Based Schema to Support Maintenance Knowledge Representation With a Case Study of a Pneumatic Valve.
IEEE Trans. Syst. Man Cybern. Syst., 2015
2014
J. Intell. Manuf., 2014
2012
Accuracy and robustness of decision making techniques in condition based maintenance.
J. Intell. Manuf., 2012
J. Intell. Manuf., 2012
LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance.
J. Intell. Manuf., 2012
Proceedings of the Advances in Production Management Systems. Competitive Manufacturing for Innovative Products and Services, 2012
Proceedings of the Sixth International Conference on Complex, 2012
2011
Comput. Ind. Eng., 2011
2010
Parameter Estimation Methods for Condition-Based Maintenance With Indirect Observations.
IEEE Trans. Reliab., 2010
Evaluating the Reliability Function and the Mean Residual Life for Equipment With Unobservable States.
IEEE Trans. Reliab., 2010
2003
J. Decis. Syst., 2003