Documents publiés en "2025"

Département de génie informatique et génie logiciel

Liu, Q., Saunier, N., & Bilodeau, G.-A. (2025). PMMA-Polytechnique Montréal Mobility Aids Dataset [Ensemble de données]. Lien externe

Miah, M., Bilodeau, G.-A., & Saunier, N. (2025). Learning data association for multi-object tracking using only coordinates. Pattern Recognition, 160, 11 pages. Lien externe

Département de mathématiques et de génie industriel

Amiri, S., Goulet, J. A., Trépanier, M., Morency, C., & Saunier, N. (juillet 2023). Modeling transportation time series using bayesian dynamic linear models [Communication écrite]. World Conference on Transport Research (WCTR 2023), Montréal, Québec. Publié dans Transportation Research Procedia, 82. Disponible

Choi, S., Saunier, N., Zheng, Z., Trépanier, M., & Sun, L. (2025). Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting. Transportation Science, 13 pages. Lien externe

Département des génies civil, géologique et des mines

Amiri, S., Goulet, J. A., Trépanier, M., Morency, C., & Saunier, N. (juillet 2023). Modeling transportation time series using bayesian dynamic linear models [Communication écrite]. World Conference on Transport Research (WCTR 2023), Montréal, Québec. Publié dans Transportation Research Procedia, 82. Disponible

Blache, H., & Saunier, N. (juillet 2023). Is it possible to automatically build a large scale Metropolitan traffic model? Evidence from a study of connected transportation applications in Montreal [Communication écrite]. World Conference on Transport Research (WCTR 2023), Montréal, Québec. Publié dans Transportation research procedia, 82. Disponible

Blache, H., Laharotte, P.-A., El Faouzi, N.-E., & Saunier, N. (2025). Unifying expert knowledge and field data toward an enhanced scenario description for CAV certification: a comprehensive scenario-based approach. Journal of Intelligent Transportation Systems, 27 pages. Lien externe

Chen, X., Zhang, C., Zhao, X.-L., Saunier, N., & Sun, L. (2025). Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization. Transportation Science, 18 pages. Lien externe

Choi, S., Saunier, N., Zheng, Z., Trépanier, M., & Sun, L. (2025). Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting. Transportation Science, 13 pages. Lien externe

Dahak, F.-Z., & Saunier, N. (2025). Assessing the Safety of Cyclist–Pedestrian Interactions in Seasonal Pedestrian Streets Using Computer Vision Techniques. Transportation Research Record Journal of the Transportation Research Board, 2679(5), 219-231. Lien externe

Liu, Q., Saunier, N., & Bilodeau, G.-A. (2025). PMMA-Polytechnique Montréal Mobility Aids Dataset [Ensemble de données]. Lien externe

Miah, M., Bilodeau, G.-A., & Saunier, N. (2025). Learning data association for multi-object tracking using only coordinates. Pattern Recognition, 160, 11 pages. Lien externe

Nabavi Niaki, M. S., Bourdeau, J.-S., Miranda-Moreno, L., & Saunier, N. (juillet 2023). Cycling network ciscontinuities as indicators for performance evaluation : case study in four cities [Communication écrite]. World Conference on Transport Research (WCTR 2023), Montréal, Québec. Publié dans Transportation Research Procedia, 82. Disponible

Saunier, N., & Dahak, F.-Z. (2025). Dataset for the article "Assessing the Safety of Cyclist–Pedestrian Interactions in Seasonal Pedestrian Streets Using Computer Vision Techniques" [Ensemble de données]. Lien externe

Sheikh-Mohammad-Zadeh, A., Saunier, N., & Waygood, O. (juillet 2023). A methodology for the evaluation of street functions using video data: a case study on speed humps in Montreal [Communication écrite]. World Conference on Transport Research (WCTR 2023), Montréal, Québec. Publié dans Transportation research procedia, 82. Disponible

Stipancic, J., Saunier, N., Navidi, N., Racine, E. B., Miranda-Moreno, L., & Labbe, A. (2025). Evaluating map matching algorithms for smartphone GNSS data: matching vehicle trajectories to an urban road network. Transportation Research Procedia, 82, 303-322. Présentée à World Conference on Transport Research (WCTR 2023), Montréal, Québec. Disponible

Toulouse, C., Saunier, N., & Cloutier, M.-S. (2025). Cyclist overtaking safety study using video data. Transportation Research Procedia, 82, 3361-3370. Présentée à World Conference on Transport Research (WCTR 2023), Montréal, Québec. Disponible

Yan, Z., Saunier, N., Yue, L., & Sun, J. (2025). Investigating and modeling crash risk for interactions between motorized and non-motorized in intersection center areas. Traffic Injury Prevention, 1-11. Lien externe