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Auteur: Nicolas Saunier
Type de publications: Articles publiés (RAC)
Année de début: 2021
Année de fin:
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Tri à l'intérieur de chaque année: Ordre alphabétique
Articles publiés (RAC)
Amiri S., Goulet James-Alexandre, Trépanier Martin, Morency Catherine, Saunier Nicolas, Modeling Transportation Time Series using Bayesian Dynamic Linear Models, Transportation Research Procedia, vol. 82, pp. 3352-3360, 2025
Choi Seongjin, Saunier Nicolas, Zheng Vincent Zhihao, Trépanier Martin, Sun Lijun, Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting, Transportation Science, 2025
Miah M., Bilodeau G.-A., Saunier Nicolas, Learning data association for multi-object tracking using only coordinates, Pattern Recognition, Vol. 160, 111169, 2025
Stipancic J., Saunier Nicolas, Navidi N., Racine E., Miranda-Moreno Luis F., Labbe Aurélie, Evaluating Map Matching Algorithms for Smartphone GNSS Data: Matching Vehicle Trajectories to an Urban Road Network, Transportation Research Procedia, Vol. 82, pp. 303-322, 2025
Chabot F., Saunier Nicolas, Boisjoly Geneviève, Testing a New Mobile Application to Study Public Spaces, Urban Findings, 2024
Chen Xinyu, Cheng Zhanhong, Cai Hanqin, Saunier Nicolas, Sun Lijun, Laplacian Convolutional Representation for Traffic Time Series Imputation, IEEE Transactions on Knowledge and Data Engineering, Vol. 36 (11), pp. 6490 - 6502, 2024
Chen Xinyu, Zhang Chengyuan, Chen Xiaoxu, Saunier Nicolas, Sun Lijun, Discovering Dynamic Patterns From Spatiotemporal Data With Time-Varying Low-Rank Autoregression, IEEE Transactions on Knowledge and Data Engineering, Vol. 36, pp. 504-517, 2024
Do Wooseok, Saunier Nicolas, Miranda-Moreno Luis F., Evaluation of Conventional Surrogate Indicators of Safety for Connected and Automated Vehicles in Car Following at Signalized Intersections, Transportation Research Record: Journal of the Transportation Research Board, Vol. 2679 (2), 2024
Sheikh-Mohammad-Zadeh A., Saunier Nicolas, Waygood Owen D., STUDIO: A Python graphical tool for analyzing street user observations from video data, SoftwareX, Vol. 26, 101742, 2024
Do Wooseok, Saunier Nicolas, Miranda-Moreno Luis F., An empirical analysis of the effect of pedestrian signal countdown timer on driver behavior at signalized intersections, Accident Analysis and Prevention, Vol. 180, 106906, 2023
Beauchamp E., Saunier Nicolas, Cloutier Marie-Soleil, Study of automated shuttle interactions in city traffic using surrogate measures of safety, Transportation Research Part C: Emerging Technologies, Vol. 135, 2022
Chen Xinyu, Lei Mengying, Saunier Nicolas, Sun Lijun, Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation, IEEE Transactions on Intelligent Transportation Systems, Vol. 23 (8), pp. 12301 - 12310, 2022
Do Wooseok, Saunier Nicolas, Miranda-Moreno Luis F., Safety Benefits of Automated Speed Advisory Systems at Signalized Intersections, Transportation Research Record: Journal of the Transportation Research Board, Vol. 2677 (3), pp. 551–564, 2022
Navarro B., Miranda-Moreno Luis F., Saunier Nicolas, Labbe Aurélie, Fu T., Do stop-signs improve the safety for all road users? A before-after study of stop-controlled intersections using video-based trajectories and surrogate measures of safety, Accident Analysis and Prevention, Vol. 167, 106563, 2022
Sheikh-Mohammad-Zadeh A., Saunier Nicolas, Waygood Owen D., Developing an Objective Framework to Evaluate Street Functions, Sustainability, Vol. 14 (12), 7184, 2022
Chen Xinyu, Chen Yixian, Saunier Nicolas, Sun Lijun, Scalable low-rank tensor learning for spatiotemporal traffic data imputation, Transportation Research C: Emerging Technologies, Vol. 129, 103226, 2021
Perreault H., Bilodeau G.-A., Saunier Nicolas, Héritier M., FFAVOD: Feature fusion architecture for video object detection, Pattern Recognition Letters, Vol. 151, pp. 294-301, 2021
Stipancic J., Racine E., Labbe Aurélie, Saunier Nicolas, Miranda-Moreno Luis F., Massive GNSS data for road safety analysis: Comparing crash models for several Canadian cities and data sources, Accident Analysis and Prevention, Vol. 159, 106232, 2021
Stipancic J., St-Aubin P., Ledezma-Navarro B., Labbe Aurélie, Saunier Nicolas, Miranda-Moreno Luis F., Evaluating safety-influencing factors at stop-controlled intersections using automated video analysis, Journal of Safety Research, Vol. 77, pages 311-323, 2021
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