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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165758"}

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for Active Safe Driving in Intelligent Transportation System",
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@article{bb170250,
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        TITLE = "STNN: A Spatio-Temporal Neural Network for Traffic Predictions",
        JOURNAL = ITS,
        VOLUME = "22",
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Prediction",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "11",
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        PAGES = "7169-7183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165807"}

@article{bb170252,
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Representation Learning",
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@article{bb170253,
        AUTHOR = "Luo, X.Y. and Peng, J.H. and Liang, J.",
        TITLE = "Directed hypergraph attention network for traffic forecasting",
        JOURNAL = IET-ITS,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165809"}

@article{bb170254,
        AUTHOR = "Zhaowei, Q. and Haitao, L. and Zhi Hui, L. and Tao, Z.",
        TITLE = "Short-Term Traffic Flow Forecasting Method With M-B-LSTM Hybrid
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        JOURNAL = ITS,
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        YEAR = "2022",
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        MONTH = "January",
        PAGES = "225-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165810"}

@article{bb170255,
        AUTHOR = "Liu, J. and Wu, N.Q. and Qiao, Y. and Li, Z.W.",
        TITLE = "Short-Term Traffic Flow Forecasting Using Ensemble Approach Based on
Deep Belief Networks",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "404-417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165811"}

@article{bb170256,
        AUTHOR = "Liu, D. and Baldi, S. and Yu, W.W. and Cao, J. and Huang, W.",
        TITLE = "On Training Traffic Predictors via Broad Learning Structures: A
Benchmark Study",
        JOURNAL = SMCS,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165812"}

@article{bb170257,
        AUTHOR = "Zhao, L. and Wen, X.Y. and Wang, Y.P. and Shao, Y.M.",
        TITLE = "A novel hybrid model of ARIMA-MCC and CKDE-GARCH for urban short-term
traffic flow prediction",
        JOURNAL = IET-ITS,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "2",
        PAGES = "206-217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165813"}

@article{bb170258,
        AUTHOR = "Ren, Y.J. and Zhao, D. and Luo, D. and Ma, H.D. and Duan, P.R.",
        TITLE = "Global-Local Temporal Convolutional Network for Traffic Flow
Prediction",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1578-1584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165814"}

@article{bb170259,
        AUTHOR = "Li, Z.S. and Xiong, G. and Tian, Y.L. and Lv, Y.S. and Chen, Y.Y. and Hui, P. and Su, X.",
        TITLE = "A Multi-Stream Feature Fusion Approach for Traffic Prediction",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "2",
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        PAGES = "1456-1466",
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@article{bb170260,
        AUTHOR = "Wu, S.F.",
        TITLE = "Spatiotemporal Dynamic Forecasting and Analysis of Regional Traffic
Flow in Urban Road Networks Using Deep Learning Convolutional Neural
Network",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165816"}

@article{bb170261,
        AUTHOR = "Guo, K. and Hu, Y.L. and Qian, Z. and Sun, Y.F. and Gao, J.B. and Yin, B.C.",
        TITLE = "Dynamic Graph Convolution Network for Traffic Forecasting Based on
Latent Network of Laplace Matrix Estimation",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1009-1018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165817"}

@article{bb170262,
        AUTHOR = "Hu, Y.L. and Peng, T. and Guo, K. and Sun, Y.F. and Gao, J.B. and Yin, B.C.",
        TITLE = "Graph transformer based dynamic multiple graph convolution networks
for traffic flow forecasting",
        JOURNAL = IET-ITS,
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        YEAR = "2023",
        NUMBER = "9",
        PAGES = "1835-1845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165818"}

@article{bb170263,
        AUTHOR = "Guo, K. and Tian, D.X. and Hu, Y.L. and Sun, Y.F. and Qian, Z.S. and Zhou, J. and Gao, J.B. and Yin, B.C.",
        TITLE = "Contrastive learning for traffic flow forecasting based on multi
graph convolution network",
        JOURNAL = IET-ITS,
        VOLUME = "18",
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@article{bb170264,
        AUTHOR = "Huo, G.Y. and Zhang, Y. and Wang, B.Y. and Gao, J.B. and Hu, Y.L. and Yin, B.C.",
        TITLE = "Hierarchical Spatio-Temporal Graph Convolutional Networks and
Transformer Network for Traffic Flow Forecasting",
        JOURNAL = ITS,
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        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
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@article{bb170265,
        AUTHOR = "Zhang, C. and Zhou, H.Y. and Qiu, Q. and Jian, Z.C. and Zhu, D. and Cheng, C.Q. and He, L.S. and Liu, G.P. and Wen, X. and Hu, R.",
        TITLE = "Augmented Multi-Component Recurrent Graph Convolutional Network for
Traffic Flow Forecasting",
        JOURNAL = IJGI,
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@article{bb170266,
        AUTHOR = "Li, X.L. and Xia, J. and Chen, X.Y. and Tan, Y.B. and Chen, J.",
        TITLE = "SIT: A Spatial Interaction-Aware Transformer-Based Model for Freeway
Trajectory Prediction",
        JOURNAL = IJGI,
        VOLUME = "11",
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165822"}

@article{bb170267,
        AUTHOR = "Wang, Y. and Jing, C.F.",
        TITLE = "Spatiotemporal Graph Convolutional Network for Multi-Scale Traffic
Forecasting",
        JOURNAL = IJGI,
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165823"}

@article{bb170268,
        AUTHOR = "Shin, Y. and Yoon, Y.",
        TITLE = "Incorporating Dynamicity of Transportation Network With Multi-Weight
Traffic Graph Convolutional Network for Traffic Forecasting",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2082-2092",
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@article{bb170269,
        AUTHOR = "Liu, J.L. and Ong, G.P. and Chen, X.",
        TITLE = "GraphSAGE-Based Traffic Speed Forecasting for Segment Network With
Sparse Data",
        JOURNAL = ITS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165825"}

@article{bb170270,
        AUTHOR = "Huo, G.Y. and Zhang, Y. and Wang, B.Y. and Hu, Y.L. and Yin, B.C.",
        TITLE = "Text-to-Traffic Generative Adversarial Network for Traffic Situation
Generation",
        JOURNAL = ITS,
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        YEAR = "2022",
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@article{bb170271,
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        TITLE = "Acting as a Decision Maker: Traffic-Condition-Aware Ensemble Learning
for Traffic Flow Prediction",
        JOURNAL = ITS,
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@article{bb170272,
        AUTHOR = "Lai, Y.X. and Xu, Y.F. and Mai, D. and Fan, Y. and Yang, F.",
        TITLE = "Optimized Large-Scale Road Sensing Through Crowdsourced Vehicles",
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@article{bb170273,
        AUTHOR = "Sun, Z.Y. and Hu, Y.J. and Li, W. and Feng, S.W. and Pei, L.",
        TITLE = "Prediction model for short-term traffic flow based on a K-means-gated
recurrent unit combination",
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        NUMBER = "5",
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@article{bb170274,
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        TITLE = "Impacts of Connected Automated Vehicles on Freeway Traffic Patterns
at Different Penetration Levels",
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@article{bb170275,
        AUTHOR = "Su, J. and Jin, Z.F. and Ren, J. and Yang, J. and Liu, Y.",
        TITLE = "GDFormer: A Graph Diffusing Attention based approach for Traffic Flow
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@article{bb170276,
        AUTHOR = "Paliwal, C. and Bhatt, U. and Biyani, P. and Rajawat, K.",
        TITLE = "Traffic Estimation and Prediction via Online Variational Bayesian
Subspace Filtering",
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        NUMBER = "5",
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@article{bb170277,
        AUTHOR = "Ma, C.X. and Dai, G. and Zhou, J.",
        TITLE = "Short-Term Traffic Flow Prediction for Urban Road Sections Based on
Time Series Analysis and LSTM_BILSTM Method",
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        PAGES = "5615-5624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165833"}

@article{bb170278,
        AUTHOR = "Cheng, Z. and Lu, J. and Zhou, H.J. and Zhang, Y. and Zhang, L.",
        TITLE = "Short-Term Traffic Flow Prediction: An Integrated Method of
Econometrics and Hybrid Deep Learning",
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        PAGES = "5231-5244",
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@article{bb170279,
        AUTHOR = "Fang, M.Y. and Tang, L. and Yang, X. and Chen, Y. and Li, C.K. and Li, Q.Q.",
        TITLE = "FTPG: A Fine-Grained Traffic Prediction Method With Graph Attention
Network Using Big Trace Data",
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        PAGES = "5163-5175",
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@article{bb170280,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165836"}

@article{bb170281,
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        TITLE = "Deep Learning for Road Traffic Forecasting:
Does it Make a Difference?",
        JOURNAL = ITS,
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        NUMBER = "7",
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        PAGES = "6164-6188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165837"}

@article{bb170282,
        AUTHOR = "Ben Said, A. and Erradi, A.",
        TITLE = "Spatiotemporal Tensor Completion for Improved Urban Traffic
Imputation",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "7",
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        PAGES = "6836-6849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165838"}

@article{bb170283,
        AUTHOR = "Li, D. and Lasenby, J.",
        TITLE = "Spatiotemporal Attention-Based Graph Convolution Network for
Segment-Level Traffic Prediction",
        JOURNAL = ITS,
        VOLUME = "23",
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        MONTH = "July",
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@article{bb170284,
        AUTHOR = "Zhang, S. and Guo, Y. and Zhao, P. and Zheng, C.P. and Chen, X.Q.",
        TITLE = "A Graph-Based Temporal Attention Framework for Multi-Sensor Traffic
Flow Forecasting",
        JOURNAL = ITS,
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        MONTH = "July",
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@article{bb170285,
        AUTHOR = "Yu, J.J.Q. and Markos, C. and Zhang, S.Y.",
        TITLE = "Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs",
        JOURNAL = ITS,
        VOLUME = "23",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165841"}

@article{bb170286,
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        TITLE = "Utilizing Attention-Based Multi-Encoder-Decoder Neural Networks for
Freeway Traffic Speed Prediction",
        JOURNAL = ITS,
        VOLUME = "23",
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "11960-11969",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165842"}

@article{bb170287,
        AUTHOR = "Furtlehner, C. and Lasgouttes, J.M. and Attanasi, A. and Pezzulla, M. and Gentile, G.",
        TITLE = "Short-Term Forecasting of Urban Traffic Using Spatio-Temporal Markov
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "10858-10867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165843"}

@article{bb170288,
        AUTHOR = "Shi, R.Y. and Mo, Z.B. and Huang, K. and Di, X. and Du, Q.",
        TITLE = "A Physics-Informed Deep Learning Paradigm for Traffic State and
Fundamental Diagram Estimation",
        JOURNAL = ITS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165844"}

@article{bb170289,
        AUTHOR = "Zhang, X.Y. and Zhang, Y. and Wei, X. and Hu, Y.L. and Yin, B.C.",
        TITLE = "Traffic forecasting with missing data via low rank dynamic mode
decomposition of tensor",
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        NUMBER = "9",
        PAGES = "1164-1176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165845"}

@article{bb170290,
        AUTHOR = "Yan, H. and Qi, Y. and Ye, Q.L. and Yu, D.J.",
        TITLE = "Robust Least Squares Twin Support Vector Regression With Adaptive FOA
and PSO for Short-Term Traffic Flow Prediction",
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        VOLUME = "23",
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        NUMBER = "9",
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        PAGES = "14542-14556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165846"}

@article{bb170291,
        AUTHOR = "Pavlyuk, D.",
        TITLE = "Robust and Responsive Learning of Spatiotemporal Urban Traffic Flow
Relationships",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165847"}

@article{bb170292,
        AUTHOR = "Jin, J.C. and Rong, D.D. and Zhang, T. and Ji, Q.Y. and Guo, H.F. and Lv, Y.S. and Ma, X.L. and Wang, F.Y.",
        TITLE = "A GAN-Based Short-Term Link Traffic Prediction Approach for Urban
Road Networks Under a Parallel Learning Framework",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165848"}

@article{bb170293,
        AUTHOR = "Yu, J.J.Q.",
        TITLE = "Graph Construction for Traffic Prediction: A Data-Driven Approach",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165849"}

@article{bb170294,
        AUTHOR = "Ge, L.F. and Dan, D.H. and Liu, Z.J. and Ruan, X.",
        TITLE = "Intelligent Simulation Method of Bridge Traffic Flow Load Combining
Machine Vision and Weigh-in-Motion Monitoring",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "15313-15328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165850"}

@article{bb170295,
        AUTHOR = "Tao, Q.H. and Li, Z. and Xu, J. and Lin, S. and de Schutter, B. and Suykens, J.A.K.",
        TITLE = "Short-Term Traffic Flow Prediction Based on the Efficient Hinging
Hyperplanes Neural Network",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "15616-15628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165851"}

@article{bb170296,
        AUTHOR = "Wang, H.Q. and Zhang, R.Q. and Cheng, X. and Yang, L.Q.",
        TITLE = "Hierarchical Traffic Flow Prediction Based on Spatial-Temporal Graph
Convolutional Network",
        JOURNAL = ITS,
        VOLUME = "23",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "16137-16147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165852"}

@article{bb170297,
        AUTHOR = "Hu, H. and Lin, Z.Z. and Hu, Q. and Zhang, Y.",
        TITLE = "Attention Mechanism With Spatial-Temporal Joint Model for Traffic
Flow Speed Prediction",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "16612-16621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165853"}

@article{bb170298,
        AUTHOR = "Zhang, Y. and Xin, D.R.",
        TITLE = "A Diverse Ensemble Deep Learning Method for Short-Term Traffic Flow
Prediction Based on Spatiotemporal Correlations",
        JOURNAL = ITS,
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "16715-16727",
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@article{bb170299,
        AUTHOR = "Xing, L. and Liu, W.J.",
        TITLE = "A Data Fusion Powered Bi-Directional Long Short Term Memory Model for
Predicting Multi-Lane Short Term Traffic Flow",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "16810-16819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165855"}

Last update:Apr 18, 2024 at 11:38:49