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Auteur: Lijun Sun
Type de publications: Articles publiés (RAC)
Année de début: 2020
Année de fin:
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Tri à l'intérieur de chaque année: Ordre alphabétique
Articles publiés (RAC)
Sun Lijun, Cheng Z., Jin JG., Trépanier Martin, Chen X., Probabilistic forecasting of bus travel time with a Bayesian Gaussian mixture model, Transportation Science, 57(6), pp. 1516-1535., 2023
Chen X., Sun Lijun, Bayesian Temporal Factorization for Multidimensional Time Series Prediction, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44 (9), 99 4659-4673, 2022
Cheng Z., Wang Xudong, Chen X., Trépanier Martin, Sun Lijun, Bayesian calibration of traffic flow fundamental diagrams using Gaussian processes, IEEE Open Journal of Intelligent Transportation Systems, Vol. 3, pp. 763 - 771, 2022
Zhang C., Nateghinia E., Miranda-Moreno Luis F., Sun Lijun, Winter road surface condition classification using convolutional neural network (CNN): visible light and thermal image fusion, Canadian Journal of Civil Engineering, Vol. 49(4), 2022
Zhang C., Nateghinia E., Miranda-Moreno Luis F., Sun Lijun, Pavement distress detection using convolutional neural network (CNN): A case study in Montreal, Canada, International Journal of Transportation Science and Technology, Vol. 11(2), pages 298-309, 2022
Cheng Z., Trépanier Martin, Sun Lijun, Probabilistic model for destination inference and travel pattern mining from smart card data, Transportation, doi: 10.1007/s11116-020-10120-0, vol. 48, pp. 2035-2053, 2021
Cheng Z., Trépanier Martin, Sun Lijun, Incorporating travel behavior regularity into passenger flow forecasting, Transportation Research Part C, vol. 128, 103200, 2021
Hawa L., Cui B., Sun Lijun, El-Geneidy Ahmed M., Scoot over: Determinants of shared electric scooter presence in Washington D.C, Case Studies on Transport Policy, Vol. 9 (2), pp. 418-430, 2021
Qian Xinwu, Sun Lijun, Ukkusuri S., Scaling of contact networks for epidemic spreading in urban transit systems, Scientific Reports, 11, 4408, 2021
Ren Pu, Chen X., Sun Lijun, Sun H., Incremental Bayesian matrix/tensor learning for structural monitoring data imputation and response forecasting, Mechanical Systems and Signal Processing, Vol. 158, 107734, 2021
Sun Lijun, Chen X., He Z., Miranda-Moreno Luis F., Routine pattern discovery and anomaly detection in individual travel behavior, Networks and Spatial Economics, Vol. 23, pp 407-428, 2021
Teufel Bernardo, Sushama Laxmi, Poitras Vincent, Dukhan Tarek, Bélair Stéphane, Miranda-Moreno Luis F., Sun Lijun, et al., Impact of COVID-19-Related Traffic Slowdown on Urban Heat Characteristics, Atmosphere, 12(2), 243, 2021
Wang Xudong, Cheng Z., Sun Lijun, Trépanier Martin, Modeling bike-sharing demand using a regression model with spatially varying coefficients, Journal of Transport Geography, vol. 93, 103059, 12 pages, 2021
Wang Xudong, Sun Lijun, Diagnosing Spatiotemporal Traffic Anomalies With Low-Rank Tensor Autoregression, IEEE Transactions on Intelligent Transportation Systems, Vol. 22 (12), 2021
Zhang M., Chen Shenwen, Sun Lijun, Du W., Cao X., Characterizing Flight Delay Profiles with a Tensor Factorization Framework, Engineering, Vol. 7 (4), pp. 465-472, 2021
Zhu Zheng, Sun Lijun, Chen X., Yang Hai, Integrating probabilistic tensor factorization with Bayesian supervised learning for dynamic ridesharing pattern analysis, Transportation Research Part C: Emerging Technologies, Vol. 124, 102916, 2021
Chen X., Yang Jinming, Sun Lijun, A nonconvex low-rank tensor completion model for spatiotemporal traffic data imputation, Transportation Research Part C: Emerging Technologies, Vol. 117, 102673, 2020
Wang J., Sun Lijun, Dynamic holding control to avoid bus bunching: A multi-agent deep reinforcement learning framework, Transportation Research Part C: Emerging Technologies, Vol. 116, 102661, 2020
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