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12

Alaa DAOUD Ph.D.

Assistant Associate Professor in AI and Data Science,
Institute Henri Fayol - Ecole des Mines de Saint Etienne

Education:

  • 2022        Université de LYON- Mines Saint Etienne - France 
                         Ph.D. in computer science, AI, and Operations Research in Transport Domain
                     "     Coordination in Connected Autonomous Vehicle fleets:  A Multiagent Resource Allocation     
                        Approach to Online On-Demand Transport"
  • 2018         Université Jean Monnet - Saint Etienne - France 
                         Master's degree in Computer Science "Cyber Physical Social Systems (CPS2)"
  • 2015         F.I.T.E Damascus University - Damascus- Syria  
                         Bachelor's degree in I.T. Engineering "Information Systems and Software Engineering"

Work Experience

  • Jan. 2022 - Present          Mines Saint Etienne - France                          Assistant Associate Professor
  • Oct. 2021 - Jan. 2022      Mines Saint Etienne - France                           R&D Engineer
  • Oct. 2018 - Sept. 2021    Mines Saint Etienne - France                           Ph.D. candidate / lecturer / ful time junior researcher
  • Feb. 2018 - Aug. 2018  Lab. Hubert Curien -Saint Etienne - France    Research intern "Semantic web , IoT and MAS"
  • Mar. 2016 - Sep. 2016  LivePoint S.A.S                                                Intern in Web-Marketting-tools  development
  • Mar. 2015 - Oct. 2015   Freelance                                                         Java Developer
  • Oct. 2014 - Mar. 2015    ePedia-SY - Damascus - Syria                       Junior web developer

Journal articles2 documents

  • Alaa Daoud, Flavien Balbo, Paolo Gianessi, Gauthier Picard. ORNInA: A Decentralized, Auction-based Multi-agent Coordination in ODT Systems: Online Rescheduling with Neighborhood exchange, based on Insertion heuristic and Auctions. AI Communications, IOS Press, 2021, 34 (1), pp.37--53. ⟨10.3233/AIC-201579⟩. ⟨hal-03037353⟩
  • Yazan Mualla, Amro Najjar, Alaa Daoud, Stéphane Galland, Christophe Nicolle, et al.. Agent-based simulation of unmanned aerial vehicles in civilian applications: A systematic literature review and research directions. Future Generation Computer Systems, Elsevier, In press, 100, pp.344-364. ⟨10.1016/j.future.2019.04.051⟩. ⟨hal-02120738⟩

Conference papers8 documents

  • Alaa Daoud. Multi-agent approach to resource allocation in autonomous vehicle fleets. In the proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21) - Doctoral consortium, Aug 2021, Montreal-themed Virtual Reality, Canada. ⟨hal-03246260⟩
  • Alaa Daoud, Flavien Balbo, Paolo Gianessi, Gauthier Picard. Un modèle agent générique pour la comparaison d’approches d’allocation de ressources dans le domaine du transport à la demande. JFSMA 2021: 29ème Journées Francophones sur les Systèmes Multi-Agents, Jun 2021, Bordeaux, France. pp.127--136. ⟨hal-03201315⟩
  • Alaa Daoud, Flavien Balbo, Paolo Gianessi, Gauthier Picard. A Generic Multi-Agent Model for Resource Allocation Strategies in Online On-Demand Transport with Autonomous Vehicles. Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), May 2021, London, United Kingdom. pp.3. ⟨hal-03093017⟩
  • Alaa Daoud, Hiba Alqasir, Yazan Mualla, Amro Najjar, Gauthier Picard, et al.. Towards Explainable Recommendations of Resource Allocation Mechanisms in On-Demand Transport Fleets. Explainable and Transparent AI and Multi-Agent Systems, Third International Workshop (EXTRAAMAS 2021), May 2021, London-UK (ONLINE), United Kingdom. pp.97--115, ⟨10.1007/978-3-030-82017-6_7⟩. ⟨emse-03186967⟩
  • Alaa Daoud, Flavien Balbo, Paolo Gianessi, Gauthier Picard. A Generic Agent Model Towards Comparing Resource Allocation Approaches to On-demand Transport with Autonomous Vehicles. OptLearnMAS-21: The 12th Workshop on Optimization and Learning in Multiagent Systems, May 2021, at AAMAS 2021 (virtual) London, United Kingdom. ⟨hal-03201325⟩
  • Alaa Daoud. Approche décentralisée d’insertion avec amélioration continue de la qualité de la solution pour un système TAD. 5ème journée commune AFIA / ROADEF, Sep 2020, Paris (virtuel), France. ⟨emse-02935654⟩
  • Alaa Daoud, Flavien Balbo, Paolo Gianessi, Gauthier Picard. Approche décentralisée d’insertion avec amélioration continue de la qualité de la solution pour un système TAD. Rencontres des Jeunes Chercheur·ses en Intelligence Artificielle (RJCIA), Jul 2020, Angers (webinaire), France. ⟨emse-02935630⟩
  • Alaa Daoud, Flavien Balbo, Paolo Gianessi, Gauthier Picard. Decentralized Insertion Heuristic with Runtime Optimization for On-demand Transport Scheduling. 11th International Workshop on Agents in Traffic and Transportation (ATT 2020), 2020, Santiago de Compostela, Spain. ⟨hal-02544172⟩

Poster communications1 document

  • Alaa Daoud, Flavien Balbo, Paolo Gianessi, Gauthier Picard. A Generic Multi-Agent Model for Resource Allocation Strategies in Online On-Demand Transport with Autonomous Vehicles. 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), May 2021, London (virtual), United Kingdom. ⟨emse-03186991⟩

Reports1 document

  • Alaa Daoud. Semantic Web Environments for Multi-Agent Systems: Enabling agents to use Web of Things via semantic web. [Intership report] Ecole Nationale Supérieure des Mines de Saint-Etienne; Hubert Curien Laboratory, UMR 5516 CNRS. 2018. ⟨emse-02499174⟩