• Fatima-Zahrae EL-QORAYCHY, Mahjoub DRIDI, Jean-Charles CRÉPUT. “Deep Reinforcement Learning for Vehicle Intersection Management in High-Dimensional Action Spaces”. In the 7th International Conference on Machine Learning and Machine Intelligence (MLMI-24). pp. 1–12. DOI: 10.1145/3696271.3696278. New York, NY, USA. August, 2024.
• Manal ELIMADI, Abdeljalil ABBAS-TURKI, Abderrafiaa KOUKAM, Mahjoub DRIDI, Yazan MUALLA. “Review of Traffic Assignment and Future Challenges”. In the Applied Sciences. vol. 14, n. 2, pp. 683. DOI: 10.3390/app14020683, ISSN: 2076-3417. MDPI. Ranking: Q3, IF: 2.500. 2024.
• Abdeljalil ABBAS-TURKI, Yazan MUALLA, Nicolas GAUD, Davide CALVARESI, Wendan DU, Alexandre LOMBARD, Mahjoub DRIDI, Abderrafiaa KOUKAM. “Autonomous Intersection Management: Optimal Trajectories and Efficient Scheduling”. In the Sensors, Systems, Applications and Services for Smart Cities. vol. 23, n. 3. DOI: 10.3390/s23031509, ISSN: 1424-8220. MDPI. Ranking: Q2, IF: 3.847. 2023.
• Hongyuan LUO, Mahjoub DRIDI, Olivier GRUNDER. “A branch-and-price algorithm for a routing and scheduling problem from economic and environmental perspectives”. In the RAIRO Operations Research. vol. 56, n. 5. ISSN: 0399-0559. EDP Sciences. Scimago: Q2, WoS: Q3, IF: 2.526. 2022.
• Wenheng LIU, Mahjoub DRIDI, Hongying FEI, Amir HAJJAM EL HASSANI. “Hybrid metaheuristics for solving a home health care routing and scheduling problem with time windows, synchronized visits and lunch breaks”. In the Expert Systems with Applications. vol. 183, pp. 115307. ISSN: 0957-4174. Elsevier. Ranking: Q1, IF: 8.665. 2021.
• Wenheng LIU, Mahjoub DRIDI, Hongying FEI, Amir HAJJAM EL HASSANI. “Solving a multi-period home health care routing and scheduling problem using an efficient matheuristic”. In the Computers and Industrial Engineering. vol. 162, pp. 107721. ISSN: 0360-8352. Elsevier. Ranking: Q1, IF: 7.180. 2021.
• Hongyuan LUO, Mahjoub DRIDI, Olivier GRUNDER. “An ACO-based heuristic approach for a route and speed optimization problem in home health care with synchronized visits and carbon emissions”. In the Soft Computing. vol. 25, n. 23, pp. 14673–14696. ISSN: 1433-7479. Springer. Ranking: Q2, IF: 3.732. 2021.
• Hongyuan LUO, Mahjoub DRIDI, Olivier GRUNDER. “An Exact Method for a Green Vehicle Routing Problem with Traffic Congestion”. In the IFIP International Conference on Advances in Production Management Systems (APMS-21). pp. 59–67. 2021.
• Ziqing WANG, Mahjoub DRIDI, Abdellah EL MOUDNI. “Ecological Velocity Planning of Plug-in Hybrid Electric Bus Through Signalized Intersections”. In the International Conference on Computational Intelligence and Knowledge Economy (ICCIKE-21). pp. 355–359. 2021.
• Jian ZHANG, Mahjoub DRIDI, Abdellah EL MOUDNI. “A two-phase optimization model combining Markov decision process and stochastic programming for advance surgery scheduling”. In the Computers and Industrial Engineering. vol. 160, pp. 107548. ISSN: 0360-8352. Elsevier. Ranking: Q1, IF: 7.180. 2021.
• Jian ZHANG, Mahjoub DRIDI, Abdellah EL MOUDNI. “An approximate dynamic programming approach to the admission control of elective patients”. In the Computers and Operations Research. vol. 132, pp. 105259. ISSN: 0305-0548. Elsevier. Ranking: Q1, IF: 5.159. 2021.
• Wenheng LIU, Mahjoub DRIDI, Hongying FEI, Amir HAJJAM EL HASSANI. “Mid-term home health care planning problem with flexible departing way for caregivers”. In the Scientific Data. pp. 29–56. ISSN: 2052-4463. Nature Publishing Group. Ranking: Q1, IF: 8.501. 2020.
• Jian ZHANG, Mahjoub DRIDI, Abdellah EL MOUDNI. “Column-generation-based heuristic approaches to stochastic surgery scheduling with downstream capacity constraints”. In the Production Economics. vol. 229, pp. 107764. ISSN: 0925-5273. Elsevier. Ranking: Q1. 2020.
• Wenheng LIU, Mahjoub DRIDI, Amir HAJJAM EL HASSANI, Hongying FEI. “A Mathematical Model for Medium-Term Home Health Care Planning Problem”. In the International Conference on Industrial Engineering and Systems Management (IESM-19). pp. 1–6. 2019.
• Hongyuan LUO, Mahjoub DRIDI, Olivier GRUNDER. “Ant colony optimization algorithm for a transportation problem in home health care with the consideration of carbon emissions”. In the International Conference on Artificial Evolution (EA-19). pp. 136–147. 2019.
• Liyang XIAO, Mahjoub DRIDI, Amir HAJJAM EL HASSANI, Wanlong LIN, Hongying FEI. “A solution method for treatment scheduling in rehabilitation hospitals with real-life requirements”. In the IMA Journal of Management Mathematics. vol. 30, n. 4, pp. 367–386. ISSN: 1471-678X. Oxford University Press. Scimago: Q2, WoS: Q3. 2019.
• Biao YIN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Recursive least-squares temporal difference learning for adaptive traffic signal control at intersection”. In the Neural Computing and Applications. vol. 31, n. 2, pp. 1013–1028. ISSN: 1433-3058. Springer. Ranking: Q1, IF: 5.606. 2019.
• Jian ZHANG, Mahjoub DRIDI, Abdellah EL MOUDNI. “A Markov decision model with dead ends for operating room planning considering dynamic patient priority”. In the RAIRO Operations Research. vol. 53, n. 5, pp. 1819–1841. ISSN: 0399-0559. EDP Sciences. Ranking: Q3. 2019.
• Jian ZHANG, Mahjoub DRIDI, Abdellah EL MOUDNI. “A two-level optimization model for elective surgery scheduling with downstream capacity constraints”. In the European Journal of Operational Research. vol. 276, n. 2, pp. 602–613. ISSN: 0377-2217. Elsevier. Ranking: Q1. 2019.
• Mahjoub DRIDI. “Contribution à l'optimisation dans la planification et l'exploitation des systèmes de transport et de santé”. In the Scientific Data. ISSN: 2052-4463. Nature Publishing Group. Ranking: Q1, IF: 8.501. 2018.
• Liyang XIAO, Mahjoub DRIDI, Amir HAJJAM EL HASSANI, Hongying FEI, Wanlong LIN. “An improved cuckoo search for a patient transportation problem with consideration of reducing transport emissions”. In the Sustainability. vol. 10, n. 3, pp. 793. ISSN: 2071-1050. MDPI. 2018.
• Jinjian LI, Mahjoub DRIDI, Abdellah EL MOUDNI. “A Dynamic Cooperative Traffic Control (DCTC) for the Reduction of Time Delay.”. In the International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS-17). pp. 24–32. 2017.
• Liyang XIAO, Amir HAJJAM EL HASSANI, Mahjoub DRIDI. “An application of extended cuckoo search to vehicle routing problem”. In the International Conference on Logistics and Supply Chain Management (LOGISTIQUA-17). pp. 31–35. 2017.
• Jian ZHANG, Mahjoub DRIDI, Abdellah EL MOUDNI. “A stochastic shortest-path MDP model with dead ends for operating rooms planning”. In the 23th International Conference on Automation and Computing (ICAC-17). pp. 1–6. CORE: B. 2017.
• Jinjian LI, Mahjoub DRIDI, Abdellah EL MOUDNI. “A cooperative traffic control of vehicle–intersection (CTCVI) for the reduction of traffic delays and fuel consumption”. In the Sensors. vol. 16, n. 12, pp. 2175. ISSN: 1424-8220. MDPI. 2016.
• Biao YIN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Traffic network micro-simulation model and control algorithm based on approximate dynamic programming”. In the IET Intelligent Transport Systems. vol. 10, n. 3, pp. 186–196. ISSN: 1751-9578. Wiley. Ranking: Q3. 2016.
• Biao YIN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Comparing dynamic programming based algorithms in traffic signal control system”. In the 4th IEEE International Colloquium on Information Science and Technology (CIST-16). pp. 604–609. 2016.
• Biao YIN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Forward search algorithm based on dynamic programming for real-time adaptive traffic signal control”. In the IET Intelligent Transport Systems. vol. 9, n. 7, pp. 754–764. ISSN: 1751-9578. Wiley. Ranking: Q3. 2015.
• Biao YIN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Adaptive traffic signal control for multi-intersection based on microscopic model”. In the 27th IEEE Conference on Tools with Artificial Intelligence (ICTAI-15). pp. 49–55. CORE: B. 2015.
• Biao YIN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Approximate dynamic programming with recursive least-squares temporal difference learning for adaptive traffic signal control”. In the 54th IEEE Conference on Decision and Control (CDC-15). pp. 3463–3468. 2015.
• Jinjian LI, Mahjoub DRIDI, Abdellah EL MOUDNI. “Multi-vehicles green light optimal speed advisory based on the augmented lagrangian genetic algorithm”. In the 17th IEEE International Conference on Intelligent Transportation Systems (ITSC-14). pp. 2434–2439. 2014.
• Fei YAN, Jia WU, Mahjoub DRIDI. “A scheduling model and complexity proof for autonomous vehicle sequencing problem at isolated intersections”. In the IEEE International Conference on Service Operations, Logistics and Informatics (SOLI-14). pp. 78–83. 2014.
• Biao YIN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Approximate dynamic programming for traffic signal control at isolated intersection”. In the Scientific Data. pp. 369–381. ISSN: 2052-4463. Nature Publishing Group. 2014.
• Biao YIN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Traffic control model and algorithm based on decomposition of MDP”. In the International Conference on Control, Decision and Information Technologies (CoDIT-14). pp. 225–230. 2014.
• Bassem SAMMOUD, Mahjoub DRIDI, Abdellah EL MOUDNI, M BENREJEB. “Modeling and Control of an Isolated Intersection via Hybrid Petri Nets”. In the Traffic and Logistics Engineering. vol. 1, n. 1, pp. 9–14. ISSN: 2301-3680. EJournal. 2013.
• Fei YAN, Mahjoub DRIDI, Abdellah EL MOUDNI. “An autonomous vehicle sequencing problem at intersections: A genetic algorithm approach”. In the Applied Mathematics and Computer Science. vol. 23, n. 1, pp. 183–200. ISSN: 2083-8492. Sciendo, University of Zielona Góra. Scimago: Q1, WoS: Q3. 2013.
• Biao YIN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Markov decision process for traffic control at an isolated intersection”. In the 25th IEEE Conference on Tools with Artificial Intelligence (ICTAI-13). pp. 789–794. CORE: B. 2013.
• Fei YAN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Combinatorial optimization algorithms for intelligent vehicle sequencing problem at an isolated intersection”. In the Combinatorial Optimization Problems and Informatics. vol. 3, n. 3, pp. 3–19. ISSN: 2007-1558. Editada. 2012.
• Fei YAN, Mahjoub DRIDI, Abdellah EL MOUDNI. “New vehicle sequencing algorithms with vehicular infrastructure integration for an isolated intersection”. In the Telecommunication Systems. vol. 50, n. 4, pp. 325–337. ISSN: 1572-9451. Springer. Ranking: Q3. 2012.
• Fei YAN, Mahjoub DRIDI, AE MOUDNI. “A scheduling approach for autonomous vehicle sequencing problem at multi-intersections”. In the Operations Research. vol. 9, n. 1. ISSN: 1813-713X. ORSTW. 2011.
• Fei YAN, Mahjoub DRIDI, Abdellah EL MOUDNI. “A branch and bound algorithm for new traffic signal control system of an isolated intersection”. In the International Conference on Computers and Industrial Engineering (CAIE-9). pp. 999–1004. 2009.
• Fei YAN, Mahjoub DRIDI, Abdellah EL MOUDNI. “Autonomous vehicle sequencing algorithm at isolated intersections”. In the 12th IEEE International Conference on Intelligent Transportation Systems (ITSC-9). pp. 1–6. 2009.
• Feng YANG, Mahjoub DRIDI, Abdellah EL MOUDNI. “Control of traffic lights in intersection: A new branch and bound approach”. In the IEEE International Conference on Service Systems and Service Management (ICSSSM-8). pp. 1–6. 2008.
• Mahjoub DRIDI. “Urban Transport planning for ubiquitous environments”. In the IEEE/ACS International Conference on Pervasive Services (ICPS-7). pp. 421–426. 2007.
• Mahjoub DRIDI, Khaled MESGHOUNI, Pierre BORNE. “Traffic control in transportation systems”. In the Manufacturing Technology Management. ISSN: 1741-038X. Emerald Publishing Limited. Ranking: Q3. 2005.
• Mahjoub DRIDI. “Contribution à la résolution des problèmes de régulation dans les systèmes de transport dans un contexte multicritère par approche évolutionniste”. Doctoral thesis, Ecole Centrale de Lille. 2004.
• Mahjoub DRIDI, Imed KACEM. “A hybrid approach for scheduling transportation networks”. In the Applied Mathematics and Computer Science. vol. 14, n. 3, pp. 397–409. ISSN: 2083-8492. Sciendo, University of Zielona Góra. Ranking: Q4. 2004.