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Youssef Harrath

Youssef Harrath

Youssef Harrath

Associate Professor

Department

The Beacom College of Computer & Cyber Sciences

Education

Ph.D., Computer Science, Franche-Comté University, France, 2003
M.Sc., Operational Research, Optimization and Combinatorial, Polytechnic National Institute, Grenoble, France, 2000
B.Sc., Applied Mathematics & Computer Science, Science University, Monastir, Tunisia, 1998

Biography

Dr. Youssef Harrath is a tenured Associate Professor of Computer Science at Dakota State University’s Beacom College of Computer & Cyber Sciences. He earned a Ph.D. in Computer Science from the University of Franche-Comté, France (2003), an M.Sc. in Operations Research & Optimization from INP Grenoble, France (2000), and a B.Sc. in Applied Mathematics from the University of Science, Tunisia (1998). Before joining DSU in 2023, he held appointments at the University of Bahrain (2010–2023), the University of Hail, Saudi Arabia (2005–2010), INSA Rouen, France (2003–2004), and the High Institute of Applied Computer Sciences of Lorraine, France (2004–2005).

His teaching spans algorithms, C/C++/Java/Assembly programming, data structures, optimization, graph theory, discrete mathematics, and statistics at undergraduate and graduate levels. He has authored 65 peer-reviewed papers and 2 book chapters, secured 10 research grants, and supervised 13 postgraduate students. His research centers on design of algorithms for combinatorial optimization, scheduling, TSP, bin packing, and routing, with recent work applying AI to cybersecurity, agriculture and health sectors.

Dr. Harrath is a Senior Member of IEEE (since 2019) and served as Secretary of the IEEE Bahrain Computer Society Executive Committee (2018–2020). Outside academia, he enjoys fishing, playing soccer, and traveling, having visited 18 countries across four continents and 15 U.S. states.

Contact

Office Location: East Hall
Phone: (605) 256-5838
Email

Dr. Harrath teaches undergraduate and graduate courses including Data Structures, Assembly Language, Foundations of Computation, and Design and Analysis of Computer Algorithms. He emphasizes clear problem solving, hands-on practice, and research projects that give students opportunities to apply what they learn. He holds a Microsoft Certified Educator credential and completed an ACUE certificate in effective teaching in 2025.

My research spans computational intelligence, optimization, machine learning, and cybersecurity. At DSU, his projects have addressed cyber conflict forecasting, intrusion detection for the Internet of Medical Things, crop anomaly detection, agricultural price forecasting, and secure systems. His work has appeared in venues including Computers & Security, ACM’s Digital Threats: Research and Practice, and Agronomy. He founded DSU’s Computational Intelligence and Algorithm Optimization Group and collaborates with researchers across disciplines and institutions.

  • 2025: Journal cover selection: “Bridging Domains: Advances in Explainable, Automated, and Privacy-Preserving AI for Computer Science and Cybersecurity” was selected for the cover of its issue of Computers from among 61 published papers.
  • 2013: Gold-Level Blackboard Recognition: Recognized as one of the University of Bahrain’s top ten instructors (out of nearly 900 instructors) for use of the Blackboard Learning Management System.
  • 2001: Best Young Researcher Paper: Recognized at the MOSIM conference in Troyes, France.
  • 2000–2003: Doctoral Scholarship: Awarded a three-year scholarship to pursue Ph.D. studies in France.
  • 2000: Research Scholarship: Awarded a six-month scholarship by a research center at the University of Troyes, France.

  • Microsoft Certified Educator (2018): Earned certification in applying technology to teaching and learning.
  • IEEE Senior Member
  • ACUE Certificate in Effective Online Teaching Practices (2025): Completed a 50-hour program focused on inclusive learning environments, active learning, student inquiry, and learner-centered course design.

  • November 2025 (DSU FRI). Amount: $5,000. Title: Polycystic Ovary Syndrome Diagnosis (PCOS) using Machine Learning Methods on Multi-Modal Data Crop Anomaly Detection. Source: Dakota State University. Role: Member. Deliverable: Two research papers are under preparation for submission (a conference and a journal).
  • November 2024. Amount: $175,000. Title: Crop Anomaly Detection. Source: Dakota State University. Role: Member. Deliverable: Publication of multiple peer-reviewed research papers, acquisition of specialized research software, and travel to present research findings at conferences.
  • October 2024 (DSU SRI). Amount: $600. Title: A Secure Crypto Coupon System Using Blockchain. Source: Graduate Student Research Initiative, Dakota State University. Role: Supervisor.
  • August 2024. Amount: $10,000. Title: Startup fund to be used for any research activity such as publishing, attending conferences, buying material etc. Source: Dakota State University. Role: Main investigator. Deliverable: Publication of multiple peer-reviewed research papers, IEEE membership and professional subscriptions, acquisition of specialized research software, and travel to present research findings at conferences.
  • May 2022. Amount: $6,600. Title: Design of Efficient Algorithms for Smart Transportation systems and vehicle routing problems. Source: University of Bahrain. Role: Main investigator. Deliverable: Many peer-reviewed journal papers.
  • May 2022. Amount: $6,600. Title: Real time support system to improve Bahrain bus services. Source: University of Bahrain. Role: Main investigator. Deliverable: Propose an algorithm that reduces the transportation cost of students in University of Bahrain by 50%.
  • May 2022. Amount: $6,600. Title: Design of Efficient Algorithms for waste collection using drones. Source: University of Bahrain. Role: Member. Deliverable: 2 peer-reviewed journal papers.
  • September 2015 – December 2017. Amount: $6,600. Title: Scheduling of parallel machines under availability constraints. Source: University of Bahrain (No 2015/22). Deliverable: 3 Scopus/ISI journal papers. Role: Main investigator.
  • June 2015 – May 2016. Amount: $16,000. Title: Design and Implementation of Mobile Application for University of Bahrain Students. Source: University of Bahrain. Deliverable: Mobile Application on two platforms: IOS and Android. Role: Member.
  • September 2012 – August 2015. Amount: $40,000. Title: Design and Implementation of Mobile Applications. Source: Bahrain egovernment. Deliverable: IOS/Android based mobile applications. Role: Member.

Books/Book Chapters

  • Harrath, Y., Alobaidy, H., Book title: Student Engagement and Participation: Concepts, Methodologies, Tools, and Applications, Chapter title: Impact of social networking sites on student academic performance: The case of University of Bahrain, IGI Global, 3, pp. 1238-1254, 2017.
  • Marwa HASNI, Hager BOUROGAA, Sabrine DHOUIOUI, Abdel Halim HARRATH, Youssef HARRATH, Safa BHAR LAYEB, Nadia BOUJELBENE, Inès ZEMNI, Inès ZIDI, Book title: Forging Bridges Between Artificial Intelligence and Operations Research: Applications in Healthcare and Supply Chain Management, Chapter title: Artificial intelligence-aided therapy of cancer: Cancer predictions by proteomics-based machine learning, Springer, October 2026.

International Journals

  • (Scopus Q1 and ISI) Salim Arfaoui, Youssef Harrath, Patrick Engebretson, Operationalizing cyber conflict escalation: A reproducible measurement framework bridging technical and geopolitical evidence, Computers & Security (171), 2026.
  • (Scopus Q1 and ISI) Adohinzin Oswald, Youssef Harrath, A Systematic Review of Intrusion Detection Systems for Internet of Medical Things: Performance, Efficiency, Explainability, and Generalization, Digital Threats: Research and Practice, ACM, 2026.
  • (Scopus Q1 and ISI) Rashed Bahlool, Nabil Hewahi, Youssef Harrath, FastTree-Guided Genetic Algorithm for Credit Scoring Feature Selection, Computers, MDPI, Vol. 14, Issue 12, 2025.
  • (Scopus Q1 and ISI) Jihene Kaabi, Youssef Harrath, Ethan Price, Utilizing Ensemble Learning Techniques to Enhance Corn Price Prediction: A Case Study on South Dakota, Agronomy, MDPI, Vol. 15, Issue 11, 2025.
  • (Scopus Q1 and ISI) Youssef Harrath, Adohinzin Oswald, Jihene Kaabi, Morgan Saathoff, Bridging Domains: Advances in Explainable, Automated, and Privacy-Preserving AI for Computer Science and Cybersecurity, Computers, MDPI, Vol. 14, Issue 9, 2025.
  • (Scopus Q1 and ISI) Marwa Hasni, Sabrine Dhouioui, Nadia Boujelbene, Youssef Harrath, Abdel Halim Harrath, Mohamed Ali Ayadi, Ines Zemni, Safa Bhar Layeb, Ines Zidi, HLA-G gene polymorphisms as Predictors of Survival in Colorectal Cancer: A Unified Machine Learning Approach, The Journal of King Saud University-Science, Vol. 36, Issue 11, 2024.
  • (Scopus Q3 and ISI) Youssef Harrath, Jihene Kaabi, Eman Alaradi, Manar Alnoaimi, Noor Alawadhi, "An Algorithm Based on Priority Rules for Solving a Multi-drone Routing Problem in Hazardous Waste Collection", International Journal of Advanced Computer Science and Applications (IJACSA) – Vol. 15, No 2, 2024.
  • (Scopus Q1), Khadija Abdulsattar, Youssef Harrath, Jihene Kaabi, Ant Colony-based Approach for solving an Unmanned Aerial Vehicle Routing Problem, Arab Journal of Basic and Applied Sciences, Vol. 30, Issue 1, pp. 636-649, 2023.
  • (Scopus Q2 and ISI) Jihene Kaabi, Youssef Harrath, Amine Mahjoub, Nabil Hewahi, Khadija Abdulsattar, Modeling and solving an Unmanned vehicle routing problem, 4OR- A Quarterly Journal of Operations Research, https://doi.org/10.1007/s10288-022-00526-0, 2022.
  • (Scopus Q1 and ISI), Youssef Harrath, A Three-Stage Layer-Based Heuristic to Solve the 3D Bin-Packing Problem under Balancing Constraint, Journal of King Saud University - Computer and Information Sciences, Vol. 34, Issue 8, Part B, pp. 6425-6431, 2022.
  • (Scopus Q4), Abdulla Alqaddoumi, Youssef Harrath, Abdul Fattah Salman, Efficient graph-based algorithms for solving the team formation problem in production environment, International Journal of Computing Science and Mathematics, Vol 14, No 2, pp 141-154, 2021.
  • (Scopus Q4 and ISI), Youssef Harrath, Three-step Metaheuristic for the Multiple Objective Multiple Traveling Salesmen Problem, International Journal of Applied Metaheuristic Computing, Vol. 11, No. 4, pp. 130-148, 2020.
  • (Scopus Q2), Jihene Kaabi, Youssef Harrath, Permutation Rules and Genetic Algorithm to solve the Traveling Salesman Problem, Arab Journal of Basic and Applied Sciences, Vol. 26, No. 1, pp. 283-291, 2019.
  • (Scopus Q2), Youssef Harrath, Amine Mahjoub, Jihene Kaabi, A multi-objective genetic algorithm to solve a scheduling problem on a single machine with setup-times, International Journal of Services and Operations Management. Vol. 33, No. 4, pp. 494-511, 2019.
  • (Scopus Q2), Youssef Harrath, Abdul Fattah Salman, Abdulla Alqaddoumi, Hesham Hasan & Ahmed Radhi, A Novel Hybrid Approach for Solving the Multiple Traveling Salesmen Problem, Arab Journal of Basic and Applied Sciences, Vol 26, No 1, pp 103-112, 2019.
  • (Scopus Q1 and ISI), Jihene Kaabi, Youssef Harrath, Scheduling of uniform parallel machines under availability constraints, International Journal of Production Research, Vol. 57, No. 1, pp. 216-227, 2019.
  • (Scopus Q2 and ISI), Youssef Harrath, Rashed Bahlool, Multi-Objective Genetic Algorithm for Tasks Allocation in Cloud Computing, International Journal of Cloud Applications and Computing, Vol. 9, No. 3, pp. 37-57, 2019.
  • (Scopus Q2), Youssef Harrath, Jihene Kaabi, New Method to Generate an Initial Basic Feasible Solution to the Balanced Transportation Problem, International Journal of Industrial and Systems Engineering, Vol. 30, No. 2, pp. 193-204, 2018.
  • (Scopus Q1 and ISI), Amine Mahjoub, Jihene Kaabi, Youssef Harrath, Absolute bounds of list algorithms for parallel machines scheduling with unavailability periods, International Transactions in Operational Research, Vol. 28, No 3, pp. 1594-1610, 2018.
  • (Scopus Q2 and ISI), Youssef Harrath, Hadeel Alobaidy, Impact of Social Networking Sites on Student Academic Performance: The Case of University of Bahrain, Journal of Cases on Information Technology, Vol. 18, No. 2, pp. 35-50, 2016.
  • J. Kaabi, Y. Harrath, A Genetic Algorithm to Schedule the Flow Shop Problem under Preventive Maintenance Activities, International Journal of mechanical, Aerospace, Industrial, Mechatronic and manufacturing Engineering, Vol. 9, No. 10, pp. 1760-1764, 2015.
  • Jihene Kaabi, Youssef Harrath, A Survey of parallel machine scheduling under availability constraints, International Journal of Computer and Information Technology, Vol. 3, No. 2, pp. 238-245, March 2014.
  • (Scopus Q1 and ISI), Ben Ali, M., Sassi, M., Gossa, M. and Harrath, Y., Simultaneous scheduling of production and maintenance tasks in the job shop, International Journal of Production Research, Vol. 49, No. 13, pp. 3891-3918, July 2011.
  • (Scopus Q3), Y. Harrath, B. Morello-Chebel, N. Zerhouni, Ordonnancement Conjoint de la production et de la Maintenance Systématique dans un Job Shop : Approche génétique Pareto optimale, APII-JESA, Journal Européen des Systèmes Automatisés, Vol. 37, No. 5, p. 621-640, 2003.
  • (Scopus Q3), A. Dolgui, N. Gushinsky, Y. Harrath, G. Levin, Une approche de programmation linéaire pour la conception des lignes de transfert. APII-JESA, Journal Européen des Systèmes Automatisés, Vol. 36, No. 1, pp. 11-31, 2002.

International Conferences

  • Youssef Harrath, Muhammad Bhutta, Decision-Oriented Corn Price Forecasting Using Multi-Factor Gradient Boosting Models: Evidence from South Dakota, 4th International Conference on Artificial Intelligence, Blockchain, and Internet of Things, Central Michigan University, USA, September 5-6, 2026.
  • Muhammad Bhutta, Youssef Harrath, Privacy-Preserving Federated Learning with SMOTE for Supply Chain Fraud Detection: Achieving Comparable Performance with Strong Privacy Guarantees, 4th International Conference on Artificial Intelligence, Blockchain, and Internet of Things, Central Michigan University, USA, September 5-6, 2026.
  • Adohinzin Oswald, Youssef Harrath, Jihene Kaabi, Ahmad Al-Hammouri, A Comparative Evaluation of Tree-Based Ensemble Methods and Transformers for IoMT Intrusion Detection, 7th Annual World AIIOT Congress, 20-22 May 2026, Seattle, USA.
  • David Wambui, Rabin Gyawali, Youssef Harrath, Jihene Kaabi, KhandakerMamun Ahmed, Abid Advancing Food Security Through Hyperspectral Crop Anomaly Detection Using Deep Unsupervised Learning, The 2026 International Conference on the AI Revolution: Research, Ethics, and Society (AIR-RES 2026: April 13-15, 2026, Las Vegas, USA).
  • Bijay Shakya, Julius Hai, Abid Mehmood, Youssef Harrath, Jihene Kaabi, David Wambui, Rabin Gyawali, Khandaker Mamun Ahmed, Privacy-Utility Tradeoffs in Federated Learning for Hyperspectral Crop Imagery, The 2026 International Conference on the AI Revolution: Research, Ethics, and Society (AIR-RES 2026: April 13-15, 2026, Las Vegas, USA).
  • Salim Arfaoui, Youssef Harrath, Omar El-Gayar, Bridging the Gap: A Systematic Review of Cyber Conflict Forecasting Models and the Case for AI-Driven Dynamic Frameworks, 59th Hawaii International Conference on System Sciences (HICSS), January 6-9, 2026, Hawaii.
  • Abel Degu, Nnaemeka Igwe, Youssef Harrath, Cole Drumheller, Towards Secure Healthcare: Intrusion Detection with GraphSAGE-Based Meta-Learning and Hybrid Deep Models, IEEE 5th Cyber Awareness and Research Symposium 2025 (CARS'25), October 27- 30, 2025, University of North Dakota, Grand Forks, ND, USA.
  • Youssef Harrath, Bhutta Muhammad, Oswald Adohinzin, Nirvik KC, Optimized Face Recognition Using Reinforcement Learning and Deep Learning, The 11th IEEE International Conference on Big Data Computing Service and Machine Learning Applications, July 21-24, 2025, Tucson, Arizona, USA.
  • Youssef Harrath, Jood AlYusuf, Zeena Ghulam, Muna AlDoseri, Optimal Algorithm for Managing On-Campus Student Transportation, the 2024 International Conference on Decision Aid Sciences and Applications (DASA’2024), 11-12 December 2024, Bahrain.
  • Abdulla Alasaadi, Abdulla Alqaddoumi, Abdul Fattah Salman, Youssef Harrath, A Framework towards an efficient solution for the transportation of University of Bahrain Students, 7th IET Smart cities symposium, 3-5 December 2023, Bahrain.
  • Muhammad Ayaz, Abdullah Arshad, Usman Iftekhar, Muhammad Waqas, Youssef Harrath, Shanshan Tu (2023), Cloud-based Smart Parking System using Internet of Things, IWCMC 2023 Symposium on Smart cities and mobile platforms, 19-23 June 2023, Marrakesh, Morocco.
  • Ghulam Abbas, Zaiwar Ali, Ziaul Haq Abbas, Youssef Harrath, Muhammad Waqas, Shanshan Tu (2023), Distance Vector and Prominent Reliable Path Selection based Stochastic Routing in Distributed Internet of Things, IWCMC 2023 Symposium on Smart cities and mobile platforms, 19-23 June 2023, Marrakesh, Morocco.
  • Mohamed Almansoor, Youssef Harrath, Big Data Analytics, Greedy Approach, and Clustering Algorithms for Real-Time Cash Management of Automated Teller Machines, Proceeding of the 4th IEEE International conference On Innovation And Intelligence For Informatics, Computing, And Technologies (3ICT2021), 29-30 September 2021, Kingdom of Bahrain.
  • Y. Harrath, M. Aljassim, L.M. Anees, Smart Shipment: An Efficient Algorithm for Packing Three-Dimensional Bins, Proceeding of the 3rd Smart Cities Symposium & Hackathon, IET digital library, 21-23 September 2020, Kingdom of Bahrain.
  • Y. Harrath, S.S. AlAmoodi, A.A. Bucheeri, Smart Shipment: Design and implementation of a smart ridesharing transportation system: BusNet platform, Proceeding of the 3rd Smart Cities Symposium & Hackathon, IET digital library, 21-23 September 2020, Kingdom of Bahrain.
  • Youssef Harrath, Amine Mahjoub, Fatima AbuBakr, and Mahreen Azhar, Comparative Evaluation of Short Read Alignment Tools for next Generation DNA Sequencing, Proceeding of the 2nd IEEE International conference On Innovation And Intelligence For Informatics, Computing, And Technologies (3ICT2019), 22-23 September 2019, Kingdom of Bahrain.
  • Omar Abahussain, Youssef Harrath, Detection of Malicious Emails through Regular Expressions and Databases, Proceeding of the 2nd IEEE International conference On Innovation And Intelligence For Informatics, Computing, And Technologies (3ICT2019), 22-23 September 2019, Kingdom of Bahrain.
  • Abdul Fattah Salman, Abdulla Alqaddoumi, Youssef Harrath, Adeela Mohammad, An Edge-Based Algorithm for solving the Right Partner Problem, proceeding of the 8th International conference on modeling, Simulation and Applied Optimization, 15-17 April 2019, Kingdom of Bahrain.
  • Jassim Ebrahim, Jihene Kaabi, Youssef Harrath, Multilayers placement algorithm to solve multiple objectives 3D bin-packing problem, proceeding of the 8th International conference on modeling, Simulation and Applied Optimization, 15-17 April 2019, Kingdom of Bahrain.
  • Elham Iskandarnia, Youssef Harrath, Scheduling of identical parallel machines under unavailability constraints, Proceedings of the 8th International conference on modeling, Simulation and Applied Optimization, 15-17 April 2019, Kingdom of Bahrain.
  • Youssef Harrath, Abdul Fattah Salman, Abdulla Alqaddoumi, A Novel Graph-Based Algorithm for Solving the Right Partner Problem, Proceeding of the 1st IEEE International conference On Innovation And Intelligence For Informatics, Computing, And Technologies (3ICT2018), 8-19 November 2018, Kingdom of Bahrain.
  • Amine Mahjoub, Youssef Harrath, Scheduling in Cloud Computing Environment, Sustainability and Resilience Conference, 14-15 October, Kingdom of Bahrain, 2018.
  • J. Kaabi, Y. Harrath, H.E. Bououdina, A.T. Qasim, Toward Smart Logistics: A new Algorithm for a Multi-Objective 3D Bin Packing Problem, Proceeding of the IET Smart Cities Symposium, IET digital library, https://digital-library.theiet.org/content/conferences/cp747, 22-23 April 2018, Kingdom of Bahrain.
  • Y. Harrath, S.B.A Shaikh, N.M. Siddiq, Toward smart bus transportation system in Kingdom of Bahrain: Real time rerouting algorithm, Proceeding of the IET Smart Cities Symposium, IET digital library, https://digital-library.theiet.org/content/conferences/cp747, 22-23 April 2018, Kingdom of Bahrain.
  • Khadija AbdulSattar, Youssef Harrath, Jihene Kaabi, Amine Mahjoub, A multi-objective genetic algorithm to solve a real life travelling salesman problem, The 9th IEEE GCC conference & exhibition, IEEE explore, 8-11 May 2017, Kingdom of Bahrain.
  • Youssef Harrath, Jihene Kaabi, Mohamed Ben Ali, and Mohamed Sassi, Multiobjective genetic algorithm-based method for job shop scheduling problem - Machines under preventive and corrective maintenance activities, the 2012 4th conference on Data Mining and Optimization, IEEE explore, 2-4 September 2012, Langkawi-Malaysia.
  • M. Ben Ali, M. Gossa, M. Sassi, Y. Harrath, A multi-Objective genetic algorithm for job shop scheduling under maintenance constraints, International Conference on Metaheuristics and Nature Inspired Computing META’08, 29-31 October 2008, Hammamet Tunisia.
  • M. Chokri, M. Sassi, M. Gossa, Y. Harrath, Etude de la rentabilité des machines de production sous contraintes de maintenance imparfaites, International conference JTEA 2008, 2-4 May 2008, Hammamet Tunisia.
  • M. Ben Ali, M. Gossa, M. Sassi, Y. Harrath, Algorithme génétique pour l’ordonancement multi-objectif du job shop sous contraintes de maintenance, International conference JTEA 2008, 2-4 May 2008, Hammamet Tunisia.
  • M. Ben Ali, M. Sassi, M. Gossa, Y. Harrath, Evaluation des coûts de maintenance d'un problème d'ordonnancement multicritère de type job shop, Colloque Francophone sur les Performances et Nouvelles Technologies en Maintenance PENTOM'03 9-10 Juillet 2007, Mons, Belgium.
  • M. Chokri, M. Sassi, M. Gossa, N. Zerhouni, Y. Harrath, Optimisation de la rentabilité des équipements de production, CD de PENTOM'03, Colloque Francophone sur les Performances et Nouvelles Technologies en Maintenance, 9-10 Juillet 2007, Faculté Polytechnique de Mons, Belgium.
  • Y. Harrath, B. Chebel-Morello, N. Zerhouni, Lower Bounds and Multiobjective Evolutionary Optimization for Combined Maintenance and Production Scheduling in Job Shop, in proceedings of the 9th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA’03, 16-19 September 2003, Lisbon Portugal.
  • Y. Harrath, B. Chebel-Morello, N. Zerhouni, Using learning to find patterns in genetic algorithm solutions to solve job-shop scheduling, in proceedings of the 6thInternational Conference on Industrial Engineering and Production Management - IEPM'03, in CD ROM, 10 pages, 26-28 May 2003, Porto, Portugal.
  • B. Chebel-Morello, Y. Harrath, N. Zerhouni, Application de la Maintenance Systématique au Job Shop, pentom02, Actes de PENTOM'01, Colloque Francophone sur les Performances et Nouvelles Technologies en Maintenance, pp. 85-96, 26-28 Mars 2003, Université de Valenciennes et du Hainaut-Cambrésis, France.
  • Y. Harrath, B. Chebel-Morello, N. Zerhouni, A genetic algorithm and data mining based Meta-Heuristic for Job Shop Scheduling Problem, the IEEE International Conference on Systems, Man and Cybernetics - SMC'2002, in CD ROM, 6 pages, 6-9 October 2002, Hammamet, Tunisia.
  • Y. Harrath, B. Chebel-Morello, N. Zerhouni, Algorithme génétique et fouille de données pour la résolution réactive d'un job shop, 2nd International conference JTEA'2002, vol. I, pp. 349-355, 21-22 March 2002, Sousse, Tunisia.
  • Y. Harrath, B. Chebel-Morello, N. Zerhouni, A genetic algorithm and data mining to resolve a Job Shop Schedule, in proceedings of the 8th IEEE International Conference on Emerging Technologies and Factory Automation - ETFA'2001, vol. 2, pp.727-728, 15-18 October 2001, Antibes, Juan les Pins, France.
  • A. Dolgui, N. Guschinsky, Y. Harrath, G. Levin, Une approche de programmation linéaire pour la conception des lignes de transfert, 3ème Conférence Francophone de Modélisation et Simulation "Conception, Analyse et Gestion des Systèmes Industriels" - MOSIM'01, vol. 1, pp. 353-360, 25-27 avril 2001, Troyes, France.
  • A. Dolgui, N. Gushinsky, G. Levin, Y. Harrath, Optimal Design of a Class of transfer Lines with Blocks of Parallel Operations, in proceedings of the IFAC Symposium on Manufacturing Modelling Management and Control: P. Groumpos and A. Tzes (Eds), Elsevier Science, 2001, pp. 36-41.