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ORCIDSoumaya Yacout
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Journal Articles
- 2024
[j33]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): 1321-1336 (2024)- [j32]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: 109668 (2024) - 2023
- [j31]Ayman AboElHassan, Ahmed H. Sakr, Soumaya Yacout:
General purpose digital twin framework using digital shadow and distributed system concepts. Comput. Ind. Eng. 183: 109534 (2023) - [j30]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): 1311-1324 (2023) - [j29]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): 2185-2205 (2023) - [j28]Ayman AboElHassan, Soumaya Yacout:
A digital shadow framework using distributed system concepts. J. Intell. Manuf. 34(8): 3579-3598 (2023) - 2021
- [j27]Ramy M. Khalifa, Soumaya Yacout, Samuel Bassetto:
Developing machine-learning regression model with Logical Analysis of Data (LAD). Comput. Ind. Eng. 151: 106947 (2021) - [j26]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: 105174 (2021) - [j25]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: 100364 (2021) - 2020
- [j24]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): 403-415 (2020) - 2019
- [j23]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): 1-15 (2019) - [j22]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: 388-405 (2019) - [j21]Ahmed Elsheikh, Soumaya Yacout, Mohamed-Salah Ouali:
Bidirectional handshaking LSTM for remaining useful life prediction. Neurocomputing 323: 148-156 (2019) - [j20]Mohab Aly, Foutse Khomh, Mohammed Haoues, Alejandro Quintero, Soumaya Yacout:
Enforcing security in Internet of Things frameworks: A Systematic Literature Review. Internet Things 6 (2019) - [j19]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): 472-487 (2019) - [j18]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): 147-161 (2019) - [j17]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): 255-274 (2019) - 2018
- [j16]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: 368-383 (2018) - 2017
- [j15]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: 12-21 (2017) - [j14]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): 165-179 (2017) - [j13]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): 1753-1772 (2017) - [j12]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: 223-236 (2017) - 2016
- [j11]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: 121-130 (2016) - [j10]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): 943-958 (2016) - 2015
- [j9]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): 702-712 (2015) - 2014
- [j8]Mohamad-Ali Mortada, Soumaya Yacout, Aouni Lakis:
Fault diagnosis in power transformers using multi-class logical analysis of data. J. Intell. Manuf. 25(6): 1429-1439 (2014) - 2012
- [j7]Philippe Orth, Soumaya Yacout, Luc Adjengue:
Accuracy and robustness of decision making techniques in condition based maintenance. J. Intell. Manuf. 23(2): 255-264 (2012) - [j6]Abderrazak Bennane, Soumaya Yacout:
LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance. J. Intell. Manuf. 23(2): 265-275 (2012) - [j5]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): 289-302 (2012) - 2011
- [j4]Chantal Baril, Soumaya Yacout, Bernard Clément:
Design for Six Sigma through collaborative multiobjective optimization. Comput. Ind. Eng. 60(1): 43-55 (2011) - 2010
- [j3]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): 45-54 (2010) - [j2]Alireza Ghasemi, Soumaya Yacout, Mohamed-Salah Ouali:
Parameter Estimation Methods for Condition-Based Maintenance With Indirect Observations. IEEE Trans. Reliab. 59(2): 426-439 (2010) - 2003
- [j1]Mohamed-Salah Ouali, Soumaya Yacout:
Optional Preventive Replacement Policy for Two-Component System. J. Decis. Syst. 12(1): 11-20 (2003)
Conference and Workshop Papers
- 2021
- [c9]Ayman AboElHassan, Soumaya Yacout:
Embedding Reinforcement Learning in Simulation. ETFA 2021: 1-6 - [c8]Ahmed H. Sakr, Ayman AboElHassan, Soumaya Yacout, Samuel Bassetto:
Building Discrete-Event Simulation for Digital Twin Applications in Production Systems. ETFA 2021: 1-8 - [c7]Hussein A. Taha, Ahmed H. Sakr, Soumaya Yacout, Phenicia Serafin:
Failure Reasoning and Uncertainty Analysis for Wheel Motor Electric Bus. ETFA 2021: 1-4 - 2018
- [c6]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: 1-5 - [c5]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: 1-5 - [c4]Mohab Aly, Foutse Khomh, Soumaya Yacout:
Kubernetes or OpenShift? Which Technology Best Suits Eclipse Hono IoT Deployments. SOCA 2018: 113-120 - 2016
- [c3]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: 1-8 - 2012
- [c2]Soumaya Yacout, Mouhab Meshreki, Helmi Attia:
Monitoring and Control of Machining Process by Data Mining and Pattern Recognition. CISIS 2012: 106-113 - [c1]Alireza Ghasemi, Sasan Esmaeili, Soumaya Yacout:
Equipment's Prognostics Using Logical Analysis of Data. APMS (2) 2012: 240-247
Informal and Other Publications
- 2020
- [i2]Daniel Buades Marcos, Soumaya Yacout, Saïd Berriah:
Self-Supervised Encoder for Fault Prediction in Electrochemical Cells. CoRR abs/2007.13492 (2020) - 2018
- [i1]Mohab Aly, Foutse Khomh, Yann-Gaël Guéhéneuc, Hironori Washizaki, Soumaya Yacout:
Is Fragmentation a Threat to the Success of the Internet of Things? CoRR abs/1808.07355 (2018)
Coauthor Index
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