Journals
How To Evaluate the Navigation of Autonomous Vehicles Around Pedestrians?
Kabtoul, M., Prédhumeau, M., Spalanzani, A., Dugdale, J., and Martinet, P. IEEE Transactions on Intelligent Transportation Systems (in press), 2023
A synthetic population for agent-based modelling in Canada
Prédhumeau, M., and Manley E. Scientific Data, vol. 10, no. 148, March 2023.
Prédhumeau, M., Mancheva, L., Dugdale, J., and Spalanzani A. Journal of Artificial Intelligence Research, vol. 73, April 2022.
Prédhumeau, M., Spalanzani A., and Dugdale, J. IEEE Transactions on Intelligent Vehicles, vol. 8, no. 1, pp. 438-457, Jan. 2023.
International peer reviewed conferences
Segments of Senior Urban Mobility in the UK and Canada
Prédhumeau, M., and Manley E. The 103rd Transportation Research Board (TRB) Annual Meeting, Washington, USA, January 2024.
National-scale spatiotemporal variation in driver navigation behaviour and route choice
Karikari, E., Prédhumeau, M., Baudains, P., and Manley E. The 12th International Conference on Geographic Information Science (GIScience), Leeds, UK, Sept. 2023.Modelling and simulating age-dependent pedestrian behaviours with an autonomous vehicle
Jobert, O., Prédhumeau, M., and Dugdale, J. 37th International ECMS Conference on Modelling and Simulation, Florence, Italy, June 2023.
Prédhumeau, M., and Manley E. 18th International Conference on Computational Urban Planning and Urban Management (CUPUM), Montreal, Canada, June 2023
Prédhumeau, M., and Manley E. 31th Annual Geographical Information Science Research UK (GISRUK), Glasgow, UK, April 2023.
Karikari, E., Prédhumeau, M., Baudains, P., and Manley E. 31th Annual Geographical Information Science Research UK (GISRUK), Glasgow, UK, April 2023.
An Agent-Based Model to Predict Pedestrians Trajectories with an Autonomous Vehicle in Shared Spaces
Prédhumeau, M., Mancheva, L., Dugdale, J., and Spalanzani A. In the Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), May 2021, IFAAMAS.
Pragnesh Jay Modi Best Student Paper Award
Prédhumeau, M., In the Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), May 2021, IFAAMAS.
Modeling and Simulating Pedestrian Social Group Behavior with Heterogeneous Social Relationships
Prédhumeau, M., Dugdale, J., Spalanzani, A. In Spring Simulation Conference (Springim'20), May 2020.
Adapting the Social Force Model for Low Density Crowds in Open Environments
Prédhumeau, M., Dugdale, J., Spalanzani, A. In the 15th Social Simulation Conference (SSC19), Sep. 2019, Mainz, Germany.
Thesis
Prédhumeau, M. - Supervisors: Dugdale, J. and Spalanzani, A.
PhD Thesis, Grenoble Alps University. 2021.
Academic Thesis Award 2022 from Grenoble Alps University for the field "Mathematics, Information and Communication Sciences"
Prédhumeau, M. - Supervisors: Deslandres, V. and Fenet, S.
Master Thesis, University of Clermont Auvergne - ISIMA. 2017.
Design and development of a management tool for wireless sensor networks
Prédhumeau, M. - Supervisors: De Sousa, G.
Master Thesis, University of Clermont Auvergne – ISIMA. 2016.