Mikhail, M., Ouali, M.-S., & Yacout, S. (2024). A data-driven methodology with a nonparametric reliability method for optimal condition-based maintenance strategies. Reliability Engineering and System Safety, 241, 109668 (11 pages).
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Yacout, Soumaya
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Yacout, Soumaya
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Article de revue (61)
Communication de conférence (59)
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Chapitre de livre (4)
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Soumaya Yacout (128)
- 2024 (5)
Article de revue Communication de conférence Taha, H. A., Mammeri, A., & Yacout, S. (novembre 2024). Advanced Powertrain Fault Diagnosis for Electric Buses: An IoV Approach [Communication écrite]. IEEE 10th World Forum on Internet of Things (WF-IoT 2024), Ottawa, ON, Canada.Article de revue Khalifa, R. M., Yacout, S., Bassetto, S., & Shaban, Y. (2024). Condition monitoring and warning of a belt drive system based on a logical analysis of data regression-based residual control chart. Structural Health Monitoring.Communication de conférence Agredano, F., Yacout, S., & Simard, D. (mai 2024). Predictive Modeling for Quality Control in Multi-Stage Manufacturing Using Artificial Intelligence [Communication écrite]. IISE Annual Conference and Expo, Montreal, QC, Canada.Communication de conférence Oukassi, H., Jaoua, A., Yacout, S., Negri, E., & Jaoua, M. (décembre 2024). Towards Standardizing the Integration of Digital Twins in Manufacturing Systems [Communication écrite]. Winter Simulation Conference (WSC 2018), Orlando, FL, USA. Publié dans 2018 Winter Simulation Conference (WSC).
- 2023 (5)
Article de revue Bassetto, S., Yacout, S., Bassetto, S., & Shaban, Y. (2023). Experimental vibration data collected for a belt drive system under different operating conditions. Data in Brief, 48, 6 pages.
Article de revue Aboelhassan, A., Sakr, A. H., & Yacout, S. (2023). General purpose digital twin framework using digital shadow and distributed system concepts. Computers & Industrial Engineering, 183, 109534 (13 pages).Communication de conférence Agredano, F., Taha, H. A., & Yacout, S. (juin 2023). Maintenance 4.0 opportunistic strategy for electric buses [Communication écrite]. CIGI Qualita MOSIM 2023, Trois-Rivières, Qc, Canada (5 pages).Article de revue Taha, H. A., Yacout, S., & Shaban, Y. (2023). Online failure analysis and autonomous risk control scheme for electric buses. Engineering Failure Analysis, 154, 15 pages.Article de revue Khalifa, R. M., Yacout, S., & Bassetto, S. (2023). Root cause analysis of an out-of-control process using a logical analysis of data regression model and exponential weighted moving average. Journal of Intelligent Manufacturing, 16 pages.
- 2022 (6)
Article de revue Ali, A. M., Yacout, S., Rabeih, E.-A., & Shaban, Y. (2022). A cyber process control system based on pattern recognition and cloud computing. Gestão & Produção, 29.Article de revue AboElHassan, A., & Yacout, S. (2022). A digital shadow framework using distributed system concepts. Journal of Intelligent Manufacturing, 34(8), 3579-3598.Article de revue Taha, H. A., Yacout, S., & Shaban, Y. (2022). Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition. Journal of Intelligent Manufacturing, 34(5), 2185-2205.Article de revue Osman, H., & Yacout, S. (2022). Condition-based monitoring of the rail wheel using logical analysis of data and ant colony optimization. Journal of Quality in Maintenance Engineering, 29(2), 377-400.Article de revue Taha, H. A., Yacout, S., & Shaban, Y. (2022). Deep reinforcement learning for autonomous pre-failure tool life improvement. International Journal of Advanced Manufacturing Technology, 121(9-10), 6169-6192.Communication de conférence Salvador, M., Yacout, S., & AboElHassan, A. (janvier 2022). Using Big Data and Machine Learning to Improve Aircraft Reliability and Safety [Communication écrite]. Annual Reliability and Maintainability Symposium (RAMS 2022), Tucson, AZ, USA (9 pages).
- 2021 (11)
Article de revue Elfar, O., Yacout, S., & Osman, H. (2021). Accelerating logical analysis of data using an ensemble-based technique. Engineering Letters, 29(4), 1616-1625.Chapitre de livre AboElHassan, A., Sakr, A., & Yacout, S. (2021). A Framework for Digital Twin Deployment in Production Systems. Dans Advances in Automotive Production Technology – Theory and Application (p. 145-152).Article de revue Hassan, M. O., Saucier, A., Yacout, S., & Soumis, F. (2021). A mixed integer linear programming model for multi-sector planning using speed and heading changes. Computers & Operations Research, 128, 19 pages.Communication de conférence Sakr, A. H., Aboelhassan, A., Yacout, S., & Bassetto, S. (septembre 2021). Building Discrete-Event Simulation for Digital Twin Applications in Production Systems [Communication écrite]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (8 pages).Article de revue Masmoudi, O., Jaoua, M., Jaoua, A., & Yacout, S. (2021). Data Preparation in Machine Learning for Condition-based Maintenance. Journal of Computer Science, 17(6), 525-538.Article de revue Khalifa, R. M., Yacout, S., & Bassetto, S. (2021). Developing machine-learning regression model with Logical Analysis of Data (LAD). Computers and Industrial Engineering, 151, 106947 (16 pages).Communication de conférence AboElHassan, A., & Yacout, S. (septembre 2021). Embedding Reinforcement Learning in Simulation [Communication écrite]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (6 pages).Communication de conférence Taha, H. A., Sakr, A. H., Yacout, S., & Serafin, P. (septembre 2021). Failure Reasoning and Uncertainty Analysis for Wheel Motor Electric Bus [Communication écrite]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (4 pages).Communication de conférence Aly, M., Khomh, F., & Yacout, S. (décembre 2021). On the performance implications of deploying IoT apps as faas [Communication écrite]. 1st International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC 2021), Varanasi, India.Communication de conférence Khalifa, R. M., Yacout, S., & Bassetto, S. (novembre 2021). Quality 4.0 : entity relationship model for inspection and repair processes in aerospace domain [Communication écrite]. 6th North American Conference on Industrial Engineering & Operations Management (IEOM 2021), Monterrey, Mexico (11 pages).Article de revue Sakr, A. H., Aboelhassan, A., Yacout, S., & Bassetto, S. (2021). Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems. Journal of Intelligent Manufacturing, 2021(3), 1311-1324.
- 2020 (4)
Article de revue Ali, A. M., Mohamed, E.-A., Yacout, S., & Shaban, Y. (2020). Cloud computing based unsupervised fault diagnosis system in the context of Industry 4.0. Gestão & Produção, 27(3), 19 pages.Communication de conférence Taha, H. A., Yacout, S., & Birglen, L. (novembre 2020). Detection and Monitoring for Anomalies and Degradation of a Robotic Arm Using Machine Learning [Communication écrite]. Stuttgart Conference on Automative Production (SCAP 2020).Article de revue Elsheikh, A., Yacout, S., Ouali, M.-S., & Shaban, Y. (2020). Failure time prediction using adaptive logical analysis of survival curves and multiple machining signals. Journal of Intelligent Manufacturing, 31(2), 403-415.Ensemble de données Hassan, M. O., Saucier, A., Yacout, S., & Soumis, F. (2020). Randomly generated problems for the complexity resolution problem in a multi sector planning context [Ensemble de données].
- 2019 (15)
Communication de conférence Sakr, A. H., Yacout, S., & Bassetto, S. (octobre 2019). A discrete event simulation logic for semiconductor production planning and control within industry 4.0 paradigm [Communication écrite]. 4th North American International Conference on Industrial Engineering and Operations Management, Toronto, ON (11 pages).Communication de conférence Taha, H. A., Sakr, A. A., & Yacout, S. (octobre 2019). Aircraft engine remaining useful life prediction framwork for industry 4.0 [Communication écrite]. International Conference on Industrial Engineering and Operations Management, Toronto, Canada (11 pages).Communication de conférence Buades Marcos, D., Yacout, S., & Berriah, S. (décembre 2019). A Self-Supervised Encoder for Fault Prediction in Electrochemical Cells [Affiche]. 33rd Annual Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada.Article de revue Ragab, A., El Koujok, M., Ghezzaz, H., Amazouz, M., Ouali, M.-S., & Yacout, S. (2019). Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning. Expert Systems With Applications, 122, 388-405.Article de revue Aly, M., Khomh, F., Haoues, M., Quintero, A., & Yacout, S. (2019). Enforcing security in Internet of Things frameworks: A Systematic Literature Review. Internet of Things, 6, 100050 (24 pages).Communication de conférence Ahmed, A. M., Ibrahim, S. K., & Yacout, S. (mars 2019). Hyperspectral Image Classification Based on Logical Analysis of Data [Communication écrite]. 2019 IEEE Aerospace Conference, Montana, USA (9 pages).Article de revue Aly, M., Khomh, F., Guéhéneuc, Y.-G., Washizaki, H., & Yacout, S. (2019). Is fragmentation a threat to the success of the Internet of things? IEEE Internet of Things Journal, 6(1), 472-487.Article de revue Barde, S. R. A., Yacout, S., & Shin, H. (2019). Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks. Journal of Intelligent Manufacturing, 30(1), 147-161.Communication de conférence Mikhail, M., Yacout, S., & Ouali, M.-S. (octobre 2019). Optimal preventive maintenance strategy using reinforcement learning [Communication écrite]. 4th North American International Conference on Industrial Engineering and Operations Management, Toronto, ON (9 pages).Communication de conférence Ahmed, A. M., Salama, A., Ibrahim, H. A., Sayed, M. A. E., & Yacout, S. (mars 2019). Prediction of Battery Remaining Useful Life on Board Satellites Using Logical Analysis of Data [Communication écrite]. IEEE Aerospace Conference, Montana, USA (8 pages).Article de revue Ragab, A., Yacout, S., Ouali, M.-S., & Osman, H. (2019). Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions. Journal of Intelligent Manufacturing, 30(1), 255-274.Article de revue Lejeune, M., Lozin, V., Lozina, I., Ragab, A., & Yacout, S. (2019). Recent advances in the theory and practice of Logical Analysis of Data. European Journal of Operational Research, 275(1), 1-15.Communication de conférence Yacout, S. (avril 2019). The Industrial Value Chain and the Digital Transformation: Prospects of Industrial Multidisciplinary Applications [Présentation]. Dans 6th IEEE International Conference on Industrial Engineering and Applications (ICIEA 2019), Tokyo, Japan.Communication de conférence Yacout, S. The Industrial Value Chain and The Digital Transformation: Prospects of Industrial Multidisciplinary Collaborative Research [Présentation]. Dans CanmetENERGIE, Natural Resource Canada, Varennes, Québec, Canada.Communication de conférence Yacout, S., & Ouali, M.-S. (janvier 2019). Using Artificial Intelligence for Block Maintenance of Pavement Segments with Similar Degradation [Communication écrite]. 65th Annual Reliability and Maintainability Symposium (RAMS 2019), Orlando, Florida.
- 2018 (6)
Article de revue Elsheikh, A., Yacout, S., & Ouali, M.-S. (2018). Bidirectional handshaking LSTM for remaining useful life prediction. Neurocomputing, 323(148-156), 148-156.Article de revue Ragab, A., El-Koujok, M., Poulin, B., Amazouz, M., & Yacout, S. (2018). Fault diagnosis in industrial chemical processes using interpretable patterns based on logical analysis of data. Expert Systems With Applications, 95, 368-383.Communication de conférence Amer, M., Hassan, A., Ragab, A., Yacout, S., Savaria, Y., & Sawan, M. (mai 2018). High-Temperature Empirical Modeling for the I-V Characteristics of GaN150-Based HEMT [Communication écrite]. IEEE International Symposium on Circuits and Systems (ISCAS 2018), Florence, Italy.Communication de conférence Abubakr, A., Hassan, A., Ragab, A., Yacout, S., Savaria, Y., & Sawan, M. (mai 2018). High-temperature modeling of the I-V characteristics of GaN150 HEMT using machine learning techniques [Communication écrite]. IEEE International Symposium on Circuits and Systems (ISCAS 2018), Florence, Italie (5 pages).Communication de conférence Ibrahim, M. M., Ahmed, A. M., Akah, H. E., Mohamed, M. I., & Yacout, S. (mars 2018). Integrated telemetry analysis using human expert knowledge and the logical analysis of data [Communication écrite]. IEEE Aerospace Conference (AERO 2018), Big Sky, MT (14 pages).Communication de conférence Aly, M., Khomh, F., & Yacout, S. (novembre 2018). Kubernetes or OpenShift? Which Technology Best Suits Eclipse Hono IoT Deployments [Communication écrite]. 11th IEEE Conference on Service-Oriented Computing and Applications (SOCA 2018), Paris, France.
- 2017 (9)
Article de revue López-Soto, D., Ángel-Bello, F., Yacout, S., & Álvarez, A. (2017). A multi-start algorithm to design a multi-class classifier for a multi-criteria ABC inventory classification problem. Expert Systems With Applications, 81, 12-21.Communication de conférence Aly, M., Yacout, S., & Shaban, Y. (janvier 2017). Analysis of massive industrial data using MapReduce framework for parallel processing [Communication écrite]. 63rd Annual Reliability and Maintainability Symposium (RAMS 2017), Orlando, FL (6 pages).Article de revue Jocelyn, S., Chinniah, Y. A., Ouali, M.-S., & Yacout, S. (2017). Application of Logical Analysis of Data to Machinery-Related Accident Prevention Based on Scarce Data. Reliability Engineering & System Safety, 159, 223-236.Communication de conférence Shaban, Y., Yacout, S., & Aly, M. (janvier 2017). Condition-based reliability prediction based on logical analysis of survival data [Communication écrite]. 63rd Annual Reliability and Maintainability Symposium (RAMS 2017), Orlando, FL (6 pages).Article de revue Shaban, Y., Yacout, S., Balazinski, M., & Jemielniak, K. (2017). Cutting tool wear detection using multiclass logical analysis of data. Machining Science and Technology, 21(4), 526-541.Article de revue Ragab, A., de Carné de Carnavalet, X., Yacout, S., & Ouali, M.-S. (2017). Face recognition using multi-class Logical Analysis of Data. Pattern Recognition and Image Analysis, 27(2), 276-288.Communication de conférence Ragab, A., El-Koujok, M., Amazouz, M., & Yacout, S. (janvier 2017). Fault detection and diagnosis in the Tennessee Eastman Process using interpretable knowledge discovery [Communication écrite]. 63rd Annual Reliability and Maintainability Symposium (RAMS 2017), Orlando, FL, United states.Article de revue Ragab, A., Yacout, S., Ouali, M.-S., & Osman, H. (2017). Pattern-based prognostic methodology for condition-based maintenance using selected and weighted survival curves. Quality and Reliability Engineering International, 33(8), 1753-1772.Brevet Yacout, S., Salamanca, D., & Mortada, M.-A. (2017). Tool and method for fault detection of devices by condition based maintenance. (Brevet no US9824060).
- 2016 (10)
Communication de conférence Jocelyn, S., Chinniah, Y. A., Ouali, M.-S., & Yacout, S. (mai 2016). Application of logical analysis of data to prevent machinery-related accidents [Communication écrite]. Industrial and Systems Engineering Research Conference (ISERC 2016), Anaheim, CA, USA.Communication de conférence Shaban, Y., & Yacout, S. (janvier 2016). Cutting tool remaining useful life during turning of metal matrix composites [Communication écrite]. Annual Reliability and Maintainability Symposium (RAMS 2016), Tucson, AZ (6 pages).Communication de conférence Shaban, Y., & Yacout, S. (mars 2016). Identifying optimal intervene hazard for cutting tools considering cost-availability optimization [Communication écrite]. International Conference on Industrial Engineering and Operations Management (IEOM 2016), Kuala Lumpur, Malaysia.Communication de conférence Soto, D. L., Yacout, S., & Angel-Bello, F. (mai 2016). Inventory ABC supervised classification with logical analysis of data [Communication écrite]. Industrial and Systems Engineering Research Conference (ISERC 2016), Anaheim, CA, USA.Communication de conférence Barde, S., Hayong, S., & Yacout, S. (septembre 2016). Opportunistic preventive maintenance strategy of a multi-component system with hierarchical structure by simulation and evaluation [Communication écrite]. 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016), Berlin, Germany (8 pages).Article de revue Shaban, Y., & Yacout, S. (2016). Predicting the remaining useful life of a cutting tool during turning titanium metal matrix composites. Proceedings of the Institution of Mechanical Engineers. Part B, Journal of Engineering Manufacture, 232(4), 681-689.Communication de conférence Ragab, A., Yacout, S., & Ouali, M.-S. (janvier 2016). Remaining useful life prognostics using pattern-based machine learning [Communication écrite]. Annual Reliability and Maintainability Symposium (RAMS 2016), Tucson, AZ (7 pages).Article de revue López-Soto, D., Yacout, S., & Ángel-Bello, F. (2016). Root cause analysis of familiarity biases in classification of inventory items based on logical patterns recognition. Computers & Industrial Engineering, 93, 121-130.Article de revue Aramesh, M., Shaban, Y., Yacout, S., Attia, M. H., Kishawy, H. A., & Balazinski, M. (2016). Survival life analysis applied to tool life estimation with variable cutting conditions when machining titanium metal matrix composites (Ti-MMCs). Machining Science and Technology, 20(1), 132-147.Communication de conférence Gonzalez Rubio, J. L., Shaban, Y., & Yacout, S. (mars 2016). Visual data mining of faults in machining process based on machine learning [Communication écrite]. International Conference on Industrial Engineering and Operations Management (IEOM 2016), Kuala Lumpur, Malaysia.
- 2015 (11)
Communication de conférence Shaban, Y., Yacout, S., Balazinski, M., Meshreki, M., & Attia, H. (mars 2015). Diagnosis of machining outcomes based on machine learning with logical analysis of data [Communication écrite]. International Conference on Industrial Engineering and Operations Management (IEOM 2015), Dubai, United Arab Emirates (8 pages).Article de revue Ghasemi, A., Esmaeili, S., & Yacout, S. (2015). Equipment mean residual life estimation using logical analysis of data. International Journal of Decision Sciences, Risk and Management, 6(1), 16-33.Communication de conférence Ragab, A., Yacout, S., & Ouali, M.-S. (janvier 2015). Interpretable pattern-based machine learning for condition-based maintenance [Communication écrite]. 61st Annual Reliability and Maintainability Symposium (RAMS 2015), Palm Harbor, Florida (6 pages).Chapitre de livre Yacout, S., & Ebrahimipour, V. (2015). ISO 15926. Dans Ebrahimipour, V., & Yacout, S. (édit.), Ontology modeling in physical asset integrity management (16 pages).Communication de conférence Ragab, A., Yacout, S., Ouali, M.-S., & Osman, H. (janvier 2015). Multiple failure modes prognostics using logical analysis of data [Communication écrite]. Annual Reliability and Maintainability Symposium (RAMS 2015), Palm Harbor, FL, USA (7 pages).Chapitre de livre Ebrahimipour, V., & Yacout, S. (2015). Ontology-based knowledge platform to support equipment health in plant operations. Dans Ebrahimipour, V., & Yacout, S. (édit.), Ontology modeling in physical asset integrity management (p. 221-255).Article de revue Ebrahimipour, V., & Yacout, S. (2015). Ontology-based schema to support maintenance knowledge representation with a case study of a pneumatic valve. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 45(4), 702-712.Livre Ebrahimipour, V., & Yacout, S. (2015). Ontology modeling in physical asset integrity management.Article de revue Shaban, Y., Aramesh, M., Yacout, S., Balazinski, M., Attia, H., & Kishawy, H. (2015). Optimal replacement times for machining tool during turning titanium metal matrix composites under variable machining conditions. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 231(6), 924-932.Communication de conférence Shaban, Y., Yacout, S., & Balazinski, M. (janvier 2015). Tool replacement based on pattern recognition with LAD [Communication écrite]. Annual Reliability and Maintainability Symposium (RAMS 2015), Palm Harbor, FL (6 pages).Article de revue Shaban, Y., Yacout, S., & Balazinski, M. (2015). Tool Wear Monitoring and Alarm System Based on Pattern Recognition With Logical Analysis of Data. Journal of Manufacturing Science and Engineering, 137(4), 10 pages.
- 2014 (8)
Communication de conférence Ragab, A., Ouali, M.-S., Yacout, S., & Osman, H. (mai 2014). Condition-based maintenance prognostics using logical analysis of data [Communication écrite]. IIE Annual Conference and Expo 2014, Montréal, Québec.Article de revue Mortada, M.-A., Yacout, S., & Lakis, A. A. (2014). Fault diagnosis in power transformers using multi-class logical analysis of data. Journal of Intelligent Manufacturing, 25(6), 1429-1439.Communication de conférence Yacout, K., Ebrahimipour, V., & Yacout, S. (mai 2014). Ontology based modeling of a complex real time system [Communication écrite]. IIE Annual Conference and Expo 2014, Montréal, Québec.Communication de conférence Wu, Y., Ebrahimipour, V., & Yacout, S. (mai 2014). Ontology-based modeling of aircraft to support maintenance management system [Communication écrite]. IIE Annual Conference and Expo 2014, Montréal, Québec.Communication de conférence Shaban, Y., Aramesh, M., Yacout, S., Balazinski, M., Attia, H., & Kishawy, H. (mai 2014). Optimal replacement of tool during turning titanium metal matrix composites [Communication écrite]. IIE Annual Conference and Expo 2014, Montréal, Québec.Article de revue Shaban, Y., Meshreki, M., Yacout, S., Balazinski, M., & Attia, H. (2014). Process control based on pattern recognition for routing carbon fiber reinforced polymer. Journal of Intelligent Manufacturing, 28(1), 165-179.Article de revue Ragab, A., Ouali, M.-S., Yacout, S., & Osman, H. (2014). Remaining useful life prediction using prognostic methodology based on logical analysis of data and Kaplan-Meier estimation. Journal of Intelligent Manufacturing, 27(5), 943-958.Communication de conférence Aramesh, M., Shaban, Y., Balazinski, M., Attia, H., Kishawy, H. A., & Yacout, S. (juin 2014). Survival life analysis of the cutting tools during turning titanium metal matrix composites (Ti-MMCs) [Communication écrite]. 6th CIRP Conference on Performance Cutting (HPC 2014), Berkeley, Cal.. Publié dans Procedia CIRP, 14.
- 2013 (4)
Communication de conférence Ebrahimipour, V., & Yacout, S. (juillet 2013). An integrated ontology framework to support fault prognosis system considering environmentally conscious production [Communication écrite]. 22nd International Conference on Production Research (ICPR 22), Iguassu Falls, Brazil.Article de revue Baril, C., Yacout, S., & Clément, B. (2013). Collaborative decision-making in product design: An interactive multiobjective approach. Journal of Industrial Engineering, 2013, 12 pages.Article de revue Ghasemi, A., Esmaeili, S., & Yacout, S. (2013). Development of equipment failure prognostics model based on Logical Analysis of Data (LAD). Engineering Letters, 21(4), 256-263.Article de revue Yacout, S., Alya, D., Saadany Susie, E. L., Kapongo, J.-P., Mani, S., & James, G. (2013). Knowledge discovery from observational data of causal relationship between clinical procedures and alzheimer's disease. Journal of Public Health Frontier, 2(1), 1-10.
- 2012 (7)
Article de revue Orth, P., Yacout, S., & Adjengue, L. (2012). Accuracy and Robustness of Decision Making Techniques in Condition Based Maintenance. Journal of Intelligent Manufacturing, 23(2), 255-264.Article de revue Baril, C., Yacout, S., & Clément, B. (2012). An Interactive Multi-Objective Algorithm for Decentralized Decision Making in Product Design. Optimization and Engineering, 13(1), 121-150.Communication de conférence Ghasemi, A., Esmaeili, S., & Yacout, S. (septembre 2012). Equipment's Prognostics Using Logical Analysis of Data [Communication écrite]. IFIP WG 5.7 International Conference on Advances in Production Management System : Competitive Manufacturing for Innovative Products and Services (APMS 2012), Rhodes, Greece.Article de revue Bennane, A., & Yacout, S. (2012). LAD-CBM: new data processing tool for diagnosis and prognosis in condition-based maintenance. Journal of Intelligent Manufacturing, 23(2), 265-275.Communication de conférence Yacout, S. (janvier 2012). Logical analysis of maintenance and performance data of physical assets, ID34 [Communication écrite]. Annual Reliability and Maintainability Symposium (RAMS 2012), Reno, Nevada.Communication de conférence Yacout, S., Meshreki, M., & Attia, H. (juillet 2012). Monitoring and control of machining process by data mining and pattern recognition [Communication écrite]. 6th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2012), Palermo, Italy.Article de revue Mortada, M.-A., Carroll, T. I. I. I., Yacout, S., & Lakis, A. A. (2012). Rogue components: Their effect and control using logical analysis of data. Journal of Intelligent Manufacturing, 23(2), 289-302.
- 2011 (8)
Chapitre de livre Ouali, M.-S., Tadj, L., Yacout, S., & Ait-Kadi, D. (2011). A survey of replacement models with minimal repair. Dans Replacement Models with Minimal Repair (p. 3-100).Communication de conférence Mortada, M.-A., & Yacout, S. (mars 2011). cbmLAD - Using logical analysis of data in condition based maintenance [Communication écrite]. 3rd International Conference on Computer Research and Development (ICCRD 2011), Shanghai, China.Communication de conférence Mortada, M. A., Yacout, S., & Lakis, A. A. (mars 2011). CBMLAD : Using logical analysis of data in condition based maintenance [Communication écrite]. International Conference on Systems Engineering and Modeling (ICSEM 2011), Shanghai, China.Article de revue Baril, C., Yacout, S., & Clément, B. (2011). Design for Six Sigma through collaborative multiobjective optimization. Computers & Industrial Engineering, 60(1), 43-55.Article de revue Mortada, M.-A., Yacout, S., & Lakis, A. A. (2011). Diagnosis of rotor bearings using logical analysis of data. Journal of Quality in Maintenance Engineering, 17(4), 371-397.Communication de conférence Mortada, M.-A., & Yacout, S. (avril 2011). Expert elicitation and artificial intelligence in maintenance [Communication écrite]. 7th IMA International Conference on Modeling in Industrial Maintenance and Reliability, Cambridge.Livre Tadj, L., Ouali, M.-S., Yacout, S., & Ait-Kadi, D. (2011). Replacement models with minimal repair.Communication de conférence Mortada, M.-A., & Yacout, S. (mai 2011). The use of logical analysis of data in conjunction with expert elicitation in condition based maintenance [Communication écrite]. International Conference on Industrial Engineering and Systems Management (IESM 2011), Metz, France.
- 2010 (5)
Article de revue Ghasemi, A., Yacout, S., & Ouali, M.-S. (2010). Evaluating the reliability function and the mean residual life for equipment with unobservable states. IEEE Transactions on Reliability, 59(1), 45-54.Communication de conférence Yacout, S. (juillet 2010). Fault detection and diagnosis for condition based maintenance using the Logical Analysis of data [Communication écrite]. 40th International Conference on Computers & Industrial Engineering (CIE-40 2010), Awaji City, Japan.Article de revue Ghasemi, A., Yacout, S., & Ouali, M.-S. (2010). Parameter Estimation Methods for Condition-Based Maintenance With Indirect Observations. IEEE Transactions on Reliability, 59(2), 426-439.Communication de conférence Bennane, A., & Yacout, S. (juillet 2010). Processing missing and inaccurate data in a condition based maintenance database [Communication écrite]. 40th International Conference on Computers & Industrial Engineering (CIE-40 2010), Awaji City, Japan.Article de revue Tail, M., Yacout, S., & Balazinski, M. (2010). Replacement time of a cutting tool subject to variable speed. Proceedings of the Institution of Mechanical Engineers. Part B, Journal of Engineering Manufacture, 224(3), 373-383.
- 2009 (2)
Communication de conférence Abdernazak, B., & Yacout, S. (mai 2009). LAD-CBM: new data processing tool for diagnosis and prognosis in condition-based maintenance [Communication écrite]. International Conference on Industrial Engineering and Systems Management (IESM 2009), Montréal, Québec.Communication de conférence Ghasemi, A., Yacout, S., & Ouali, S. M. (mai 2009). Parameter estimation for condition based maintenance with proportional hazard model [Communication écrite]. International Conference on Industrial Engineering and Systems Management (IESM 2009), Montréal, Québec.
- 2008 (3)
Article de revue Ghasemi, A., Yacout, S., & Ouali, M.-S. (2008). Optimal strategies for non-costly and costly observations in condition based maintenance. IAENG International Journal of Applied Mathematics, 38(2), 9-9.Communication de conférence Ghasemi, A., Yacout, S., & Ouali, S. M. (janvier 2008). Parameter estimation algorithms of a condition based maintenance with imperfect information and proportional hazard model [Communication écrite]. Industrial Engineering Research Conference.Communication de conférence Yacout, S., & Salamanca, D. (janvier 2008). Software for faults diagnosis on logical analysis of data [Communication écrite]. Maintenance and Reliability Conference (MARCON 2008), Tennessee, USA.
- 2007 (4)
Article de revue Aoudjit, H., Ouali, M.-S., & Yacout, S. (2007). Modélisation et analyse de sensibilité d'un processus de dégradation stochastique composé. Revues JESA, 41(9-10).Article de revue Ghasemi, A., Yacout, S., & Ouali, M.-S. (2007). Optimal Condition Based Maintenance With Imperfect Information and the Proportional Hazards Model. International Journal of Production Research, 45(4), 989-1012.Communication de conférence Ghasemi, A., Yacout, S., & Ouali, M.-S. (octobre 2007). Optimal inspection period and replacement policy for CBM with imperfect information using PHM [Communication écrite]. World Congress on Engineering and Computer Science, San Francisco (California).Article de revue Adjengue, L., Yacout, S., & İlk, Ö. (2007). Parameters estimation for condition based maintenance with uncorrelated and correlated observations. Quality Engineering, 19(3), 197-206.
- 2004 (1)
Article de revue Lamghabbar, A., Yacout, S., & Ouali, M.-S. (2004). Concurrent Optimization of the Design and Manufacturing Stages of Product Development. International Journal of Production Research, 42(21), 4495-4512.
- 2003 (1)
Article de revue Ouali, M.-S., & Yacout, S. (2003). Optional preventive replacement policy for two-component system. Journal of Decision Systems, 12(1), 11-20.
- 2002 (2)
Article de revue St-Pierre, C., & Yacout, S. (2002). A framework for the development of an environmental management system : a case study in a thermal power plant. Quality Engineering, 15(1), 49-65.Communication de conférence Lambhabbar, A., Yacout, S., & Ouali, M.-S. (janvier 2002). Concurrent optimisation of design and manufacturing phases of QFD, CROS-SCRO [Communication écrite]. 44th Annual Conference, MIT, Toronto.
- 2001 (1)
Article de revue Yacout, S., & Boudreau, J. (2001). HACCP and ISO 9002 in food processing industry: a computerized generic model for lobster production. Quality Engineering, 13(4), 571-579.
