Soumaya Yacout

46 papers C 6Misc 2Journal 35Unranked 3

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