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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",
MONTH = "February",
PAGES = "749-758",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189504"}
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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
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JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "1578-1584",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189505"}
@article{bb194102,
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",
MONTH = "February",
PAGES = "1456-1466",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189506"}
@article{bb194103,
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",
PAGES = "1607-1615",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189507"}
@article{bb194104,
AUTHOR = "Fang, S. and Pan, X. and Xiang, S.M. and Pan, C.H.",
TITLE = "Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic
Flow Prediction",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "6-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189508"}
@article{bb194105,
AUTHOR = "Fang, S. and Prinet, V. and Chang, J.L. and Werman, M. and Zhang, C.X. and Xiang, S.M. and Pan, C.H.",
TITLE = "MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow
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JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "7142-7155",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189509"}
@article{bb194106,
AUTHOR = "Fang, S. and Zhang, C.X. and Xiang, S.M. and Pan, C.H.",
TITLE = "AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural
Architecture Search for Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "2827-2841",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189510"}
@article{bb194107,
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,
VOLUME = "11",
YEAR = "2022",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189511"}
@article{bb194108,
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",
YEAR = "2022",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189512"}
@article{bb194109,
AUTHOR = "Wang, Y. and Jing, C.F.",
TITLE = "Spatiotemporal Graph Convolutional Network for Multi-Scale Traffic
Forecasting",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189513"}
@article{bb194110,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189514"}
@article{bb194111,
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,
VOLUME = "23",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "2623-2636",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189515"}
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AUTHOR = "Chen, Y.Y. and Chen, H.Y. and Ye, P.J. and Lv, Y.S. and Wang, F.Y.",
TITLE = "Acting as a Decision Maker: Traffic-Condition-Aware Ensemble Learning
for Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "3190-3200",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189516"}
@article{bb194113,
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",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "3878-3889",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189517"}
@article{bb194114,
AUTHOR = "Avedisov, S.S. and Bansal, G. and Orosz, G.",
TITLE = "Impacts of Connected Automated Vehicles on Freeway Traffic Patterns
at Different Penetration Levels",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "5",
MONTH = "May",
PAGES = "4305-4318",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189518"}
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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
Prediction",
JOURNAL = PRL,
VOLUME = "156",
YEAR = "2022",
PAGES = "126-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189519"}
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AUTHOR = "Paliwal, C. and Bhatt, U. and Biyani, P. and Rajawat, K.",
TITLE = "Traffic Estimation and Prediction via Online Variational Bayesian
Subspace Filtering",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "5",
MONTH = "May",
PAGES = "4674-4684",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189520"}
@article{bb194117,
AUTHOR = "Yin, X.Y. and Wu, G. and Wei, J.Z. and Shen, Y.M. and Qi, H. and Yin, B.C.",
TITLE = "Deep Learning on Traffic Prediction: Methods, Analysis, and Future
Directions",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "4927-4943",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189521"}
@article{bb194118,
AUTHOR = "Manibardo, E.L. and Lana, I. and del Ser, J.",
TITLE = "Deep Learning for Road Traffic Forecasting:
Does it Make a Difference?",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "6164-6188",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189522"}
@article{bb194119,
AUTHOR = "Li, D. and Lasenby, J.",
TITLE = "Spatiotemporal Attention-Based Graph Convolution Network for
Segment-Level Traffic Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "8337-8345",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189523"}
@article{bb194120,
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,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "7743-7758",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189524"}
@article{bb194121,
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",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "7359-7370",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189525"}
@article{bb194122,
AUTHOR = "Abdelraouf, A. and Abdel Aty, M. and Yuan, J.H.",
TITLE = "Utilizing Attention-Based Multi-Encoder-Decoder Neural Networks for
Freeway Traffic Speed Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "11960-11969",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189526"}
@article{bb194123,
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,
VOLUME = "23",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "11688-11698",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189527"}
@article{bb194124,
AUTHOR = "Pavlyuk, D.",
TITLE = "Robust and Responsive Learning of Spatiotemporal Urban Traffic Flow
Relationships",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "14524-14541",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189528"}
@article{bb194125,
AUTHOR = "Yu, J.J.Q.",
TITLE = "Graph Construction for Traffic Prediction: A Data-Driven Approach",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "15015-15027",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189529"}
@article{bb194126,
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#TT189530"}
@article{bb194127,
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",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "16137-16147",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189531"}
@article{bb194128,
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#TT189532"}
@article{bb194129,
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#TT189533"}
@article{bb194130,
AUTHOR = "Wu, X.Y. and Zhu, W. and Liu, Z. and Zhang, Z.",
TITLE = "A Novel Vehicle Destination Prediction Model With Expandable Features
Using Attention Mechanism and Variational Autoencoder",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "16548-16557",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189534"}
@article{bb194131,
AUTHOR = "Su, Y.C. and Du, J. and Li, Y.M. and Li, X. and Liang, R.Q. and Hua, Z.Y. and Zhou, J.T.",
TITLE = "Trajectory Forecasting Based on Prior-Aware Directed Graph
Convolutional Neural Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "16773-16785",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189535"}
@article{bb194132,
AUTHOR = "Wang, Y. and Zheng, J. and Du, Y.Q. and Huang, C. and Li, P.",
TITLE = "Traffic-GGNN: Predicting Traffic Flow via Attentional
Spatial-Temporal Gated Graph Neural Networks",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "18423-18432",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189536"}
@article{bb194133,
AUTHOR = "Dai, F. and Huang, P.G. and Mo, Q. and Xu, X.L. and Bilal, M. and Song, H.",
TITLE = "ST-InNet: Deep Spatio-Temporal Inception Networks for Traffic Flow
Prediction in Smart Cities",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "19782-19794",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189537"}
@article{bb194134,
AUTHOR = "Duan, S.J. and Lyu, F. and Ren, J. and Wang, Y.F. and Yang, P. and Zhang, D.S. and Zhang, Y.X.",
TITLE = "Multitype Highway Mobility Analytics for Efficient Learning Model
Design: A Case of Station Traffic Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "19484-19496",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189538"}
@article{bb194135,
AUTHOR = "Liu, F.Q. and Wang, J.W. and Tian, J.B. and Zhuang, D.Y. and Miranda Moreno, L. and Sun, L.J.",
TITLE = "A Universal Framework of Spatiotemporal Bias Block for Long-Term
Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "19064-19075",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189539"}
@article{bb194136,
AUTHOR = "Wang, J.C. and Zhang, Y. and Wang, L. and Hu, Y.L. and Piao, X.L. and Yin, B.C.",
TITLE = "Multitask Hypergraph Convolutional Networks: A Heterogeneous Traffic
Prediction Framework",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "18557-18567",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189540"}
@article{bb194137,
AUTHOR = "Huo, J.B. and Wu, X.H. and Lyu, C. and Zhang, W.B. and Liu, Z.Y.",
TITLE = "Quantify the Road Link Performance and Capacity Using Deep Learning
Models",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "18581-18591",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189541"}
@article{bb194138,
AUTHOR = "Zang, D. and Chen, X. and Lei, J.T. and Wang, Z.Q. and Zhang, J.Q. and Cheng, J. and Tang, K.",
TITLE = "A multi-channel geometric algebra residual network for traffic data
prediction",
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YEAR = "2022",
NUMBER = "11",
PAGES = "1549-1560",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189542"}
@article{bb194139,
AUTHOR = "Badu Marfo, G. and Farooq, B. and Patterson, Z.",
TITLE = "Composite Travel Generative Adversarial Networks for Tabular and
Sequential Population Synthesis",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "17976-17985",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189543"}
@article{bb194140,
AUTHOR = "Zeng, Z. and Zhao, W. and Qian, P.S. and Zhou, Y.J. and Zhao, Z.Y. and Chen, C. and Guan, C.T.",
TITLE = "Robust Traffic Prediction From Spatial-Temporal Data Based on
Conditional Distribution Learning",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "13458-13471",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189544"}
@article{bb194141,
AUTHOR = "Zhao, Y.J. and Lin, Y.F. and Zhang, Y.K. and Wen, H.M. and Liu, Y.X. and Wu, H. and Wu, Z.H. and Zhang, S.C. and Wan, H.Y.",
TITLE = "Traffic Inflow and Outflow Forecasting by Modeling Intra- and
Inter-Relationship Between Flows",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20202-20216",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189545"}
@article{bb194142,
AUTHOR = "Huang, J. and Luo, K. and Cao, L.B. and Wen, Y.Q. and Zhong, S.Y.",
TITLE = "Learning Multiaspect Traffic Couplings by Multirelational Graph
Attention Networks for Traffic Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20681-20695",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189546"}
@article{bb194143,
AUTHOR = "Li, Y.Q. and Chai, S.J. and Wang, G.B. and Zhang, X. and Qiu, J.",
TITLE = "Quantifying the Uncertainty in Long-Term Traffic Prediction Based on
PI-ConvLSTM Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20429-20441",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189547"}
@article{bb194144,
AUTHOR = "Yan, H.Y. and Ma, X.L. and Pu, Z.Y.",
TITLE = "Learning Dynamic and Hierarchical Traffic Spatiotemporal Features
With Transformer",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "22386-22399",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189548"}
@article{bb194145,
AUTHOR = "Liu, Z.Y. and Lyu, C. and Huo, J.B. and Wang, S.A. and Chen, J.",
TITLE = "Gaussian Process Regression for Transportation System Estimation and
Prediction Problems: The Deformation and a Hat Kernel",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "22331-22342",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189549"}
@article{bb194146,
AUTHOR = "Fang, Y.C. and Zhao, F. and Qin, Y.J. and Luo, H.Y. and Wang, C.X.",
TITLE = "Learning All Dynamics: Traffic Forecasting via Locality-Aware
Spatio-Temporal Joint Transformer",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "23433-23446",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189550"}
@article{bb194147,
AUTHOR = "Liang, M. and Liu, R.W. and Zhan, Y. and Li, H.H. and Zhu, F.H. and Wang, F.Y.",
TITLE = "Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal
Multigraph Convolutional Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "23694-23707",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189551"}
@article{bb194148,
AUTHOR = "Li, Z.L. and Ren, Q.Q. and Chen, L. and Li, J.B. and Li, X.K.",
TITLE = "Multi-scale convolutional networks for traffic forecasting with
spatial-temporal attention",
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YEAR = "2022",
PAGES = "53-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189552"}
@inproceedings{bb194149,
AUTHOR = "Li, Z.L. and Ren, Q.Q. and Chen, L. and Sui, X.H. and Li, J.B.",
TITLE = "Multi-Hierarchical Spatial-Temporal Graph Convolutional Networks for
Traffic Flow Forecasting",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4913-4919",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189553"}
@article{bb194150,
AUTHOR = "Deng, X.D. and Zhang, J. and Liao, S.Y. and Zhong, C.J. and Gao, F. and Teng, L.",
TITLE = "Interactive Impacts of Built Environment Factors on Metro Ridership
Using GeoDetector: From the Perspective of TOD",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189554"}
@article{bb194151,
AUTHOR = "Nadarajan, J. and Sivanraj, R.",
TITLE = "Attention-Based Multiscale Spatiotemporal Network for Traffic
Forecast with Fusion of External Factors",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189555"}
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AUTHOR = "Abdelraouf, A. and Abdel Aty, M. and Mahmoud, N.",
TITLE = "Sequence-to-Sequence Recurrent Graph Convolutional Networks for
Traffic Estimation and Prediction Using Connected Probe Vehicle Data",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
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MONTH = "January",
PAGES = "1395-1405",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189556"}
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AUTHOR = "Diao, C.Y. and Zhang, D. and Liang, W. and Li, K.C. and Hong, Y.J. and Gaudiot, J.L.",
TITLE = "A Novel Spatial-Temporal Multi-Scale Alignment Graph Neural Network
Security Model for Vehicles Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "904-914",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189557"}
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AUTHOR = "Luo, D. and Zhao, D. and Cao, Z.J. and Wu, M.Y. and Liu, L. and Ma, H.D.",
TITLE = "M3AN: Multitask Multirange Multisubgraph Attention Network for
Condition-Aware Traffic Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "218-232",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189558"}
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AUTHOR = "Zhang, W.F. and Wu, Z. and Zhang, X.F. and Song, G. and Wang, Y.W. and Chen, J.",
TITLE = "Robust and Hierarchical Spatial Relation Analysis for Traffic
Forecasting",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "201-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189559"}
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AUTHOR = "Luo, G.Y. and Zhang, H. and Yuan, Q. and Li, J.L. and Wang, F.Y.",
TITLE = "ClusterST: Clustering Spatial-Temporal Network for Traffic
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JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "706-717",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189560"}
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AUTHOR = "Ji, J.Z. and Yu, F. and Lei, M.L.",
TITLE = "Self-Supervised Spatiotemporal Graph Neural Networks With
Self-Distillation for Traffic Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1580-1593",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189561"}
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AUTHOR = "Li, M.X. and Tang, Y.H. and Ma, W.",
TITLE = "Few-Sample Traffic Prediction With Graph Networks Using Locale as
Relational Inductive Biases",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1894-1908",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189562"}
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AUTHOR = "Li, N. and Sheng, H.T. and Wang, P.Y. and Jia, Y.L. and Yang, Z. and Jin, Z.H.",
TITLE = "Modeling Categorized Truck Arrivals at Ports: Big Data for Traffic
Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "2772-2788",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189563"}
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AUTHOR = "Jiang, W.W. and Luo, J.Y. and He, M. and Gu, W.X.",
TITLE = "Graph Neural Network for Traffic Forecasting: The Research Progress",
JOURNAL = IJGI,
VOLUME = "12",
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NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189564"}
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AUTHOR = "Mahajan, V. and Cantelmo, G. and Rothfeld, R. and Antoniou, C.",
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AUTHOR = "Lai, Q.F. and Tian, J.Y. and Wang, W. and Hu, X.P.",
TITLE = "Spatial-Temporal Attention Graph Convolution Network on Edge Cloud
for Traffic Flow Prediction",
JOURNAL = ITS,
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YEAR = "2023",
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MONTH = "April",
PAGES = "4565-4576",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189566"}
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AUTHOR = "Zeng, J. and Tang, J.J.",
TITLE = "Modeling Dynamic Traffic Flow as Visibility Graphs: A Network-Scale
Prediction Framework for Lane-Level Traffic Flow Based on LPR Data",
JOURNAL = ITS,
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MONTH = "April",
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AUTHOR = "Wang, Y. and Jing, C.F. and Huang, W. and Jin, S.Y. and Lv, X.X.",
TITLE = "Adaptive Spatiotemporal InceptionNet for Traffic Flow Forecasting",
JOURNAL = ITS,
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YEAR = "2023",
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AUTHOR = "Ma, Q.W. and Sun, W. and Gao, J. and Ma, P.W. and Shi, M.J.",
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AUTHOR = "Liao, Z.H. and Huang, H.K. and Zhao, Y.J. and Liu, Y.Z. and Zhang, G.Q.",
TITLE = "Analysis and Forecast of Traffic Flow between Urban Functional Areas
Based on Ride-Hailing Trajectories",
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AUTHOR = "Chondrodima, E. and Pelekis, N. and Pikrakis, A. and Theodoridis, Y.",
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AUTHOR = "Li, H.R. and Yuan, Z.Z. and Chen, S.Y. and Zhu, C.",
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AUTHOR = "Fan, A. and Chen, X. and Yu, L. and Li, M.",
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for Traffic Prediction",
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AUTHOR = "Xue, R. and Zhao, S.J. and Han, F.X.",
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Traffic Forecasting",
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JOURNAL = ITS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189600"}
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AUTHOR = "Zhao, J. and Chen, C. and Liao, C.W. and Huang, H.Y. and Ma, J. and Pu, H.Y. and Luo, J. and Zhu, T. and Wang, S.L.",
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MONTH = "December",
PAGES = "15379-15391",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189601"}
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MONTH = "December",
PAGES = "15499-15512",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT189602"}
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AUTHOR = "Ali, F. and Khan, Z.H. and Khattak, K.S. and Gulliver, T.A.",
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conditions",
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Last update:Jun 24, 2026 at 16:12:22