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AUTHOR = "Giammarino, V. and Baldi, S. and Frasca, P. and Monache, M.L.D.",
TITLE = "Traffic Flow on a Ring With a Single Autonomous Vehicle:
An Interconnected Stability Perspective",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "4998-5008",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184056"}
@article{bb188601,
AUTHOR = "Yi, H. and Bui, K.H.N.",
TITLE = "An Automated Hyperparameter Search-Based Deep Learning Model for
Highway Traffic Prediction",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "5486-5495",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184057"}
@article{bb188602,
AUTHOR = "Xiao, X. and Jin, Z.L. and Hui, Y.L. and Xu, Y. and Shao, W.",
TITLE = "Hybrid Spatial-Temporal Graph Convolutional Networks for On-Street
Parking Availability Prediction",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184058"}
@article{bb188603,
AUTHOR = "Chen, K.Q. and Deng, M. and Shi, Y.",
TITLE = "A Temporal Directed Graph Convolution Network for Traffic Forecasting
Using Taxi Trajectory Data",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184059"}
@article{bb188604,
AUTHOR = "Das, A. and Gangwar, M.K. and Ghosh, D. and Mandal, C. and Sengupta, A. and Waris, M.M.",
TITLE = "Automatic Generation of Route Control Chart From Validated Signal
Interlocking Plan",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "6516-6525",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184060"}
@article{bb188605,
AUTHOR = "Wang, Z.M. and Su, X. and Ding, Z.M.",
TITLE = "Long-Term Traffic Prediction Based on LSTM Encoder-Decoder
Architecture",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "6561-6571",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184061"}
@article{bb188606,
AUTHOR = "Guo, Z.G. and Zhang, Y.F. and Lv, J.X. and Liu, Y. and Liu, Y.",
TITLE = "An Online Learning Collaborative Method for Traffic Forecasting and
Routing Optimization",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "6634-6645",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184062"}
@article{bb188607,
AUTHOR = "He, Z.X. and Chow, C.Y. and Zhang, J.D.",
TITLE = "STNN: A Spatio-Temporal Neural Network for Traffic Predictions",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "7642-7651",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184063"}
@article{bb188608,
AUTHOR = "Liu, L.B. and Zhen, J.J. and Li, G.B. and Zhan, G. and He, Z.C. and Du, B. and Lin, L.",
TITLE = "Dynamic Spatial-Temporal Representation Learning for Traffic Flow
Prediction",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "11",
MONTH = "November",
PAGES = "7169-7183",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184064"}
@article{bb188609,
AUTHOR = "Liu, Y. and Wang, K. and Liu, L.B. and Lan, H.Y. and Lin, L.",
TITLE = "TCGL: Temporal Contrastive Graph for Self-Supervised Video
Representation Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "1978-1993",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184065"}
@article{bb188610,
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",
PAGES = "85-98",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184066"}
@article{bb188611,
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#TT184067"}
@article{bb188612,
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#TT184068"}
@article{bb188613,
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#TT184069"}
@article{bb188614,
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#TT184070"}
@article{bb188615,
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#TT184071"}
@article{bb188616,
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
Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "7142-7155",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184072"}
@article{bb188617,
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#TT184073"}
@article{bb188618,
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#TT184074"}
@article{bb188619,
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#TT184075"}
@article{bb188620,
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#TT184076"}
@article{bb188621,
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#TT184077"}
@article{bb188622,
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#TT184078"}
@article{bb188623,
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#TT184079"}
@article{bb188624,
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#TT184080"}
@article{bb188625,
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#TT184081"}
@article{bb188626,
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#TT184082"}
@article{bb188627,
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#TT184083"}
@article{bb188628,
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#TT184084"}
@article{bb188629,
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#TT184085"}
@article{bb188630,
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#TT184086"}
@article{bb188631,
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#TT184087"}
@article{bb188632,
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#TT184088"}
@article{bb188633,
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#TT184089"}
@article{bb188634,
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#TT184090"}
@article{bb188635,
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#TT184091"}
@article{bb188636,
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#TT184092"}
@article{bb188637,
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#TT184093"}
@article{bb188638,
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#TT184094"}
@article{bb188639,
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#TT184095"}
@article{bb188640,
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#TT184096"}
@article{bb188641,
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#TT184097"}
@article{bb188642,
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#TT184098"}
@article{bb188643,
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#TT184099"}
@article{bb188644,
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#TT184100"}
@article{bb188645,
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#TT184101"}
@article{bb188646,
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#TT184102"}
@article{bb188647,
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#TT184103"}
@article{bb188648,
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#TT184104"}
@article{bb188649,
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",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "11",
PAGES = "1549-1560",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184105"}
@article{bb188650,
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#TT184106"}
@article{bb188651,
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#TT184107"}
@article{bb188652,
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Inter-Relationship Between Flows",
JOURNAL = ITS,
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YEAR = "2022",
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MONTH = "November",
PAGES = "20202-20216",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184108"}
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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",
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MONTH = "November",
PAGES = "20681-20695",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184109"}
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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",
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MONTH = "November",
PAGES = "20429-20441",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184110"}
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AUTHOR = "Yan, H.Y. and Ma, X.L. and Pu, Z.Y.",
TITLE = "Learning Dynamic and Hierarchical Traffic Spatiotemporal Features
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JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "22386-22399",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184111"}
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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#TT184112"}
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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",
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MONTH = "December",
PAGES = "23433-23446",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184113"}
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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#TT184114"}
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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",
JOURNAL = PRL,
VOLUME = "164",
YEAR = "2022",
PAGES = "53-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184115"}
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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#TT184116"}
@article{bb188661,
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#TT184117"}
@article{bb188662,
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#TT184118"}
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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",
NUMBER = "1",
MONTH = "January",
PAGES = "1395-1405",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184119"}
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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#TT184120"}
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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#TT184121"}
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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#TT184122"}
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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
Forecasting",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "706-717",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184123"}
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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#TT184124"}
@article{bb188669,
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#TT184125"}
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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#TT184126"}
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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#TT184127"}
@article{bb188672,
AUTHOR = "Mahajan, V. and Cantelmo, G. and Rothfeld, R. and Antoniou, C.",
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learning",
JOURNAL = IET-ITS,
VOLUME = "17",
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PAGES = "804-824",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184128"}
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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,
VOLUME = "24",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4565-4576",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184129"}
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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,
VOLUME = "24",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4173-4188",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184130"}
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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,
VOLUME = "24",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "3882-3907",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184131"}
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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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flow forecasting",
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PAGES = "691-703",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184132"}
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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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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184133"}
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AUTHOR = "Liu, M.Z. and Zhu, T.Y. and Ye, J. and Meng, Q.X. and Sun, L.L. and Du, B.",
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JOURNAL = ITS,
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MONTH = "May",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184134"}
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AUTHOR = "Chondrodima, E. and Pelekis, N. and Pikrakis, A. and Theodoridis, Y.",
TITLE = "An Efficient LSTM Neural Network-Based Framework for Vessel Location
Forecasting",
JOURNAL = ITS,
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YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "4872-4888",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184135"}
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AUTHOR = "Li, H.R. and Yuan, Z.Z. and Chen, S.Y. and Zhu, C.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184137"}
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AUTHOR = "Fan, A. and Chen, X. and Yu, L. and Li, M.",
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implementing soft transport interventions: A latent class choice
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AUTHOR = "Wang, B. and Zhang, Y.D. and Shi, J.H. and Wang, P.K. and Wang, X. and Bai, L. and Wang, Y.",
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Prediction With Expanding Graphs",
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forecasting",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184142"}
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AUTHOR = "Zhao, Y. and Wang, C. and Rui, Y.K. and Lu, W.Q. and Li, L.H. and Ran, B. and Chen, Z.J.",
TITLE = "Bidirectional Temporal Convolutional Graph Attention Networks for Key
Node Identification in Traffic Monitoring",
JOURNAL = ITS,
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YEAR = "2025",
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MONTH = "June",
PAGES = "8720-8737",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184143"}
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AUTHOR = "Qi, X.Y. and Mei, G. and Tu, J.Z. and Xi, N. and Piccialli, F.",
TITLE = "A Deep Learning Approach for Long-Term Traffic Flow Prediction With
Multifactor Fusion Using Spatiotemporal Graph Convolutional Network",
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MONTH = "August",
PAGES = "8687-8700",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184144"}
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Computing Enabled Urban Traffic Flow Prediction",
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YEAR = "2023",
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MONTH = "August",
PAGES = "8738-8748",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184145"}
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AUTHOR = "Chen, Y. and Shu, T. and Zhou, X.K. and Zheng, X. and Kawai, A. and Fueda, K. and Yan, Z. and Liang, W. and Wang, K.I.K.",
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Flow Forecasting in Intelligent Transportation System",
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PAGES = "8727-8737",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184146"}
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TITLE = "Fast Spatiotemporal Learning Framework for Traffic Flow Forecasting",
JOURNAL = ITS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184147"}
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AUTHOR = "Guo, C.Y. and Hwang, F.J. and Chen, C.H. and Chang, C.C. and Chang, C.C.",
TITLE = "Dynamic Spatiotemporal Straight-Flow Network for Efficient Learning
and Accurate Forecasting in Traffic",
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YEAR = "2024",
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MONTH = "November",
PAGES = "18899-18912",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184148"}
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TITLE = "Traffic Prediction With Transfer Learning:
A Mutual Information-Based Approach",
JOURNAL = ITS,
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MONTH = "August",
PAGES = "8236-8252",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184149"}
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AUTHOR = "Jin, G.Y. and Li, F. and Zhang, J.L. and Wang, M. and Huang, J.C.",
TITLE = "Automated Dilated Spatio-Temporal Synchronous Graph Modeling for
Traffic Prediction",
JOURNAL = ITS,
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YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8820-8830",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184150"}
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TITLE = "Transfer Learning with Spatial-Temporal Graph Convolutional Network
for Traffic Prediction",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184151"}
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AUTHOR = "Wang, Q. and Jiang, H. and Qiu, M. and Liu, Y.F. and Ye, D.S.",
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JOURNAL = ITS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184152"}
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Traffic Profiles",
JOURNAL = ITS,
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JOURNAL = ITS,
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PAGES = "10067-10075",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT184155"}
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