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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
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
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
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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