@article{bb197300,
AUTHOR = "Singh, V.K. and Jain, N. and Tripathi, G. and Sahani, S.",
TITLE = "Correlated Channeled Spatio Temporal Graph Attention Network Model
for Traffic Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "9421-9431",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192689"}
@article{bb197301,
AUTHOR = "Guo, C.Y. and Hwang, F.J. and Chen, C.H. and Chang, C.C. and Chang, C.C.",
TITLE = "Cluster-Granularity Spatiotemporal Transfer for Cross-Region
Graph-Based Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "10780-10794",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192690"}
@article{bb197302,
AUTHOR = "Wang, Z.K. and Hu, L.",
TITLE = "A Spatiotemporal Multi-Model Ensemble Framework for Urban Multimodal
Traffic Flow Prediction",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "8",
PAGES = "308",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192691"}
@article{bb197303,
AUTHOR = "Ali, A. and Ullah, I. and Ahmad, S. and Wu, Z.Z. and Li, J.Q. and Bai, X.S.",
TITLE = "An Attention-Driven Spatio-Temporal Deep Hybrid Neural Networks for
Traffic Flow Prediction in Transportation Systems",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "14154-14168",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192692"}
@article{bb197304,
AUTHOR = "Hu, J. and Baldi, S.",
TITLE = "High and Low Frequency Attention Network for Long-Term Traffic Flow
Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "13811-13821",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192693"}
@article{bb197305,
AUTHOR = "Zheng, Q. and Shao, M.H. and Zhang, Y.",
TITLE = "TLAST: A Time-Lag Aware Spatial-Temporal Transformer for Traffic Flow
Forecasting",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "13144-13158",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192694"}
@article{bb197306,
AUTHOR = "Tao, Y. and Zhao, X.W. and Yan, Z. and Tang, J.H. and Wang, C. and Zhou, C.",
TITLE = "TiI: A Novel Framework for Predicting Pre-Tactical Multiple Airports
Traffic Flows by Integrating Flight Plans and Weather Data",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "12922-12933",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192695"}
@article{bb197307,
AUTHOR = "Weng, W.C. and Wu, M. and Jiang, H.Y. and Kong, W.Z. and Kong, X.J. and Xia, F.",
TITLE = "Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic
Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "13603-13617",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192696"}
@article{bb197308,
AUTHOR = "Guo, P.X. and Jin, P.R. and Li, Z.Y. and Bai, L. and Zhang, Y.",
TITLE = "Online Test-Time Adaptation of Spatial-Temporal Traffic Flow
Forecasting",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "15323-15333",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192697"}
@article{bb197309,
AUTHOR = "Rong, Y. and Mao, Y.C. and Cui, H.J. and He, X.M. and Chen, M.K.",
TITLE = "Edge Computing Enabled Large-Scale Traffic Flow Prediction With GPT
in Intelligent Autonomous Transport System for 6G Network",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "17321-17338",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192698"}
@article{bb197310,
AUTHOR = "Liu, X. and Zhao, H. and Li, J. and Han, Q. and Wu, J.Y.",
TITLE = "Real-Time Traffic Flow Prediction for 6G Enabled Intelligent
Transportation System",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "18034-18043",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192699"}
@article{bb197311,
AUTHOR = "Wu, B. and Zhang, J.L. and Yuan, J.F. and Zeng, Y. and Zhan, P. and Yin, Y. and Wan, J. and Gao, H.H.",
TITLE = "DT-CTFP: 6G-Enabled Digital Twin Collaborative Traffic Flow
Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "18129-18144",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192700"}
@article{bb197312,
AUTHOR = "Su, X. and Li, P.C. and Cai, Z. and Guo, L.M. and Zhang, B.",
TITLE = "Mixed-Graph Neural Network for Traffic Flow Prediction by Capturing
Dynamic Spatiotemporal Correlations",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "10",
PAGES = "379",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192701"}
@article{bb197313,
AUTHOR = "Liu, D. and Qu, Q. and Chen, X.",
TITLE = "STAE-BiSSSM: A Traffic Flow Forecasting Model with High Parameter
Effectiveness",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "10",
PAGES = "388",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192702"}
@article{bb197314,
AUTHOR = "Bi, X.J. and Li, W. and Sun, Y.W. and Qi, S.Y. and Wang, Z.",
TITLE = "Leveraging Multiple Source Cities in Selective Transfer Learning for
Traffic Prediction With Limited Data",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "15646-15659",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192703"}
@article{bb197315,
AUTHOR = "Peng, C. and Xu, C.C. and Kudryavtsev, F. and Ai, Q. and Gao, Y.J. and Jiao, Y.L.",
TITLE = "Spatiotemporal Factorized Graph Neural Networks for Joint Large-Scale
Traffic Prediction and Online Pattern Recognition",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "14896-14909",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192704"}
@article{bb197316,
AUTHOR = "Wen, X. and Krishnakumari, P. and Hoogendoorn, S.",
TITLE = "Dynamic Spatial-Temporal Graph Convolutional Neural Networks Approach
for Active Mode Traffic Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "16496-16510",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192705"}
@article{bb197317,
AUTHOR = "Xiong, W.J. and Fonod, R. and Alahi, A. and Geroliminis, N.",
TITLE = "Multi-Source Urban Traffic Flow Forecasting With Drone and Loop
Detector Data",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "18637-18652",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192706"}
@article{bb197318,
AUTHOR = "Liang, Z.M. and Shi, B. and Dong, B. and Wei, H.",
TITLE = "Management Actions Enhanced Traffic Prediction Under Sparse Data",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "20503-20518",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192707"}
@article{bb197319,
AUTHOR = "Liu, Z.D. and Sun, Z.Z. and Zhang, J. and Zhang, B.L. and Tong, P.",
TITLE = "Regional Knowledge Transfer for Urban Traffic Flow Prediction via
Satellite Imagery Assisted Contrastive Domain Adaptation",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "19120-19134",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192708"}
@article{bb197320,
AUTHOR = "Shen, Q. and Ying, Z. and Liu, Z.F. and Lou, J.G.",
TITLE = "Multi-Form Spatiotemporal Feature Fusion Enhancement Network for
Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "20912-20929",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192709"}
@article{bb197321,
AUTHOR = "Cheng, T. and Ozkan, M.C. and Fang, M. and Zhang, X.H.",
TITLE = "What If London Bridge Is Closed? Feature-Aware Subgraph Augmentation
for Modeling Road Network Structure Changes",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "21135-21148",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192710"}
@article{bb197322,
AUTHOR = "Ruan, W.L. and Wang, W.Z. and Zhong, S. and Chen, W. and Liu, L. and Liang, Y.X.",
TITLE = "Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic
Flow Forecasting",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "21296-21308",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192711"}
@article{bb197323,
AUTHOR = "Patil, M. and Ahmed, Q. and Midlam Mohler, S.",
TITLE = "Travel Time and Weather-Aware Traffic Forecasting in a Conformal
Graph Neural Network Framework",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "21734-21744",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192712"}
@article{bb197324,
AUTHOR = "Liu, X. and Li, S.H. and Li, W.M. and Yu, X. and Wang, J.C. and Luvembe, A.M. and Pan, Q.K. and Liu, F.F.",
TITLE = "Position-Invariant Graph Convolutional Recurrent Network for Traffic
Forecasting",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "22497-22511",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192713"}
@article{bb197325,
AUTHOR = "Zhou, Y. and Wang, X.D. and Jia, J.P.",
TITLE = "A Traffic Flow Forecasting Method Based on Transfer-Aware
Spatio-Temporal Graph Attention Network",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "12",
PAGES = "459",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192714"}
@article{bb197326,
AUTHOR = "Deng, Z.Y. and Wu, Z. and Su, L. and Zhang, X.F. and Wang, Y.W. and Huang, Q.M.",
TITLE = "Cross-City Correlation Learning for Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "2252-2267",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192715"}
@article{bb197327,
AUTHOR = "Wen, X. and Khosla, M. and Hoogendoorn, S.",
TITLE = "Multi-Source Transfer Learning With Spatial-Temporal Graph Neural
Network for Short-Term Bicycle Traffic Prediction",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1952-1968",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192716"}
@article{bb197328,
AUTHOR = "Ji, J.H. and Wang, J.Y. and Mou, Y. and Long, C. and Wu, J.J.",
TITLE = "How to Break It Down for Building It Up? Theory-Guided Graph
Decomposition Learning for Spatiotemporal Traffic Prediction",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5442-5459",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192717"}
@article{bb197329,
AUTHOR = "Adom, I. and Hossain, M.I. and Mahmoud, H. and Alsharif, A. and Mahmoud, M.N. and Xiao, Y.",
TITLE = "Leveraging Functional Encryption and Deep Learning for
Privacy-Preserving Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5087-5103",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192718"}
@article{bb197330,
AUTHOR = "Chen, S.M. and Chen, X.L. and Huang, Y.S. and Su, Y. and Liu, G.G. and Fu, Y.G.",
TITLE = "CurST-Net: Curriculum Learning Guided Spatial-Temporal Network for
Traffic Flow Prediction",
JOURNAL = SMCS,
VOLUME = "56",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "3472-3486",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192719"}
@article{bb197331,
AUTHOR = "Zhang, Y. and Lu, H. and Liu, N. and Cui, L.Z. and Xu, Y.H. and Zhao, Y. and Li, Q.Z.",
TITLE = "Sofed: A Swift Online Federated Graph Learning Framework for Traffic
Streaming Data Prediction",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5546-5559",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192720"}
@article{bb197332,
AUTHOR = "Liu, B. and Li, T. and Xiao, Z. and Chen, W.J. and Hei, Y.Q. and Ding, J.T. and Chen, G.",
TITLE = "A Multi-Granularity Self-Guiding Graph Diffusion Model for Predicting
Private Car Activity",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "7172-7186",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192721"}
@article{bb197333,
AUTHOR = "Wang, Z. and Nie, Y.Q. and Liu, Y. and Mulvey, J.M. and Poor, H.V. and Boukerche, A. and Nguyen, N.H. and Sun, P.",
TITLE = "Channel-Independence for Traffic Forecasting: A Cascaded
Spatio-Temporal MLP Framework",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "6343-6355",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192722"}
@article{bb197334,
AUTHOR = "Zheng, T. and Ma, H.Y. and Lu, B. and Thar, K. and Gidlund, M. and Guizani, M. and Zhang, H.",
TITLE = "A High Performance Real-Time Traffic Prediction Method Based on
Hybrid Integrated Model for High-Speed Railway Networks",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7950-7960",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192723"}
@article{bb197335,
AUTHOR = "Lu, Y.X. and Huo, G.Y. and Cui, X.H. and Wang, B.Y. and Zhang, Y. and Cui, Z.Y.",
TITLE = "Emergency Events Traffic Flow Forecasting Using Text-Prompt-Guided
Multimodal Large Language Models",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "8526-8538",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192724"}
@article{bb197336,
AUTHOR = "Cai, S.J. and Hu, J. and Chen, J. and Xu, W.",
TITLE = "Adap-STWT: Real-Time Traffic Flow Prediction Based on Multi-Scale
Graph Adaptive Fusion and Spatio-Temporal Wavelet Transformer",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9022-9035",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192725"}
@article{bb197337,
AUTHOR = "Dong, S.L. and Zhao, S.J. and Huang, J.F. and Ye, K. and Jia, W.Z.",
TITLE = "MSFormer: Multi-Scale Transformer With Hierarchical and Local
Awareness for Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9065-9077",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192726"}
@article{bb197338,
AUTHOR = "Du, W.C. and Chen, T.Y. and Ni, C. and Xiang, Y.",
TITLE = "Applying Fused Data to Predict Vessel Traffic Flow: A Hybrid-Model
Deep Learning Approach",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9890-9900",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192727"}
@article{bb197339,
AUTHOR = "Guerrero Dominguez, D. and Azevedo, C.L. and Karlsson, S. and Nielsen, O.A.",
TITLE = "Quantum Computing for Predictive Transport Modeling: A Systematic
Literature Review and Future Research Needs",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "8982-8998",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192728"}
@article{bb197340,
AUTHOR = "Yang, X. and Ling, J.H. and Gong, S. and Gu, B.",
TITLE = "Multi-Scale Spatiotemporal-Enhanced Network for Multimodal Traffic
Flow Joint Prediction",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "10000-10014",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192729"}
@article{bb197341,
AUTHOR = "Wang, H.J. and Zhang, Z.W. and Chen, J.Y. and Fan, Z. and Jiang, R. and Yuan, W. and Shibasaki, R. and Song, X.",
TITLE = "Taming Spatial Heterophily and Temporal Irregularity: A Curriculum
Learning Approach for Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9475-9491",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192730"}
@article{bb197342,
AUTHOR = "Yang, Z. and Wang, Z. and Zhang, H.J. and Li, B.",
TITLE = "Causal-Semantic Spatiotemporal Traffic Flow Forecasting for
Expressway UAV Pre-Deployment Using ETC Gantry Networks",
JOURNAL = IJGI,
VOLUME = "15",
YEAR = "2026",
NUMBER = "8",
PAGES = "354",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192731"}
@article{bb197343,
AUTHOR = "Zhang, S.Q. and Liu, Z. and Pian, Y.Z. and Qian, J.L. and Liu, Y.H. and Gao, H.O.",
TITLE = "DSTIGFN: Dynamic Spatio-Temporal Interactive Graph Fusion Network for
Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "10742-10755",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192732"}
@article{bb197344,
AUTHOR = "Li, M.X. and Shi, Z. and Qin, G. and Ma, W.",
TITLE = "Interpretable Symbolic Regression for Spatio-Temporal Traffic
Prediction",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "10783-10796",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192733"}
@article{bb197345,
AUTHOR = "Yang, Z. and Ma, S.X. and Dai, T. and Chen, P.X. and Zhang, R.X. and Sun, D.J. and Zhao, X.M. and Pan, S.R.",
TITLE = "W-Diffusion: A Probabilistic Generative Framework for Traffic
Forecasting via Shallow Diffusion Mechanism",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "11382-11399",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192734"}
@article{bb197346,
AUTHOR = "Zhu, G.D. and Du, B. and Niu, Y.Y.",
TITLE = "Spatio-temporal graph neural network for traffic forecasting with
diverse key heterogeneous information awareness",
JOURNAL = PR,
VOLUME = "182",
YEAR = "2027",
PAGES = "114807",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192735"}
@inproceedings{bb197347,
AUTHOR = "Xu, Z.X. and Zhang, L.J. and Yang, S. and Jiang, N.",
TITLE = "Peak Period Demand Forecasting with Proxy Data:
GNN-Enhanced Meta-Learning",
BOOKTITLE = SmallData24,
YEAR = "2024",
PAGES = "726-735",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192736"}
@inproceedings{bb197348,
AUTHOR = "Hua, X. and Liu, W.",
TITLE = "Spatial-Temporal Network Data-Driven Multi-Layer Traffic Knowledge
Graph Reconstruction for Dynamic Prediction",
BOOKTITLE = ICRVC22,
YEAR = "2022",
PAGES = "20-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192737"}
@inproceedings{bb197349,
AUTHOR = "Guo, K. and Liu, W.X. and Pan, J.",
TITLE = "End-to-End Trajectory Distribution Prediction Based on Occupancy Grid
Maps",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "2232-2241",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT192738"}
@inproceedings{bb197350,
AUTHOR = "Sun, Y.W. and Wang, Y. and Fu, K. and Wang, Z. and Zhang, C.S. and Ye, J.P.",
TITLE = "Constructing Geographic and Long-term Temporal Graph for Traffic
Forecasting",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3483-3490",
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@inproceedings{bb197351,
AUTHOR = "Ai, W. and Su, Y. and Xing, T. and Liu, D.",
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BOOKTITLE = CVIDL20,
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BOOKTITLE = ISCV18,
YEAR = "2018",
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AUTHOR = "Hou, J. and Chen, J. and Liao, S. and Wen, J. and Xiong, Q.",
TITLE = "Predicting Traffic Flow via Ensemble Deep Convolutional Neural
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PAGES = "1487-1492",
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AUTHOR = "Zhang, Q. and Jin, Q. and Chang, J. and Xiang, S. and Pan, C.",
TITLE = "Kernel-Weighted Graph Convolutional Network:
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BOOKTITLE = ICPR18,
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PAGES = "1018-1023",
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AUTHOR = "Priambodo, B. and Ahmad, A.",
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BOOKTITLE = IVIC17,
YEAR = "2017",
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AUTHOR = "Ghosh, B. and Basu, B. and O'Mahony, M.",
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AUTHOR = "Tchrakian, T.T. and Basu, B. and O'Mahony, M.",
TITLE = "Real-Time Traffic Flow Forecasting Using Spectral Analysis",
JOURNAL = ITS,
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AUTHOR = "Chan, K.Y. and Dillon, T.S. and Singh, J. and Chang, E.",
TITLE = "Neural-Network-Based Models for Short-Term Traffic Flow Forecasting
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AUTHOR = "Lippi, M. and Bertini, M. and Frasconi, P.",
TITLE = "Short-Term Traffic Flow Forecasting: An Experimental Comparison
of Time-Series Analysis and Supervised Learning",
JOURNAL = ITS,
VOLUME = "14",
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AUTHOR = "Jeong, Y.S. and Byon, Y.J. and Castro Neto, M.M. and Easa, S.M.",
TITLE = "Supervised Weighting-Online Learning Algorithm for Short-Term Traffic
Flow Prediction",
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PAGES = "1700-1707",
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AUTHOR = "Daraghmi, Y. and Yi, C. and Chiang, T.",
TITLE = "Negative Binomial Additive Models for Short-Term Traffic Flow
Forecasting in Urban Areas",
JOURNAL = ITS,
VOLUME = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192751"}
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AUTHOR = "Tselentis, D.I. and Vlahogianni, E.I. and Karlaftis, M.G.",
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AUTHOR = "Kehagias, D. and Salamanis, A. and Tzovaras, D.",
TITLE = "Speed pattern recognition technique for short-term traffic
forecasting based on traffic dynamics",
JOURNAL = IET-ITS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192753"}
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AUTHOR = "Fusco, G. and Colombaroni, C. and Isaenko, N.",
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traffic predictions",
JOURNAL = IET-ITS,
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AUTHOR = "Tan, H. and Wu, Y. and Shen, B. and Jin, P.J. and Ran, B.",
TITLE = "Short-Term Traffic Prediction Based on Dynamic Tensor Completion",
JOURNAL = ITS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192755"}
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AUTHOR = "Zhang, W. and Tang, J. and Kristian, H. and Zou, Y. and Wang, Y.",
TITLE = "Hybrid short-term prediction of traffic volume at ferry terminal
based on data fusion",
JOURNAL = IET-ITS,
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NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192756"}
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AUTHOR = "Zheng, L. and Zhu, C. and Zhu, N. and He, T. and Dong, N. and Huang, H.",
TITLE = "Feature selection-based approach for urban short-term travel speed
prediction",
JOURNAL = IET-ITS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192757"}
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AUTHOR = "Sun, B. and Cheng, W. and Goswami, P. and Bai, G.H.",
TITLE = "Short-term traffic forecasting using self-adjusting k-nearest
neighbours",
JOURNAL = IET-ITS,
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MONTH = "February",
PAGES = "41-48",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192758"}
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AUTHOR = "Ding, C. and Duan, J. and Zhang, Y. and Wu, X. and Yu, G.",
TITLE = "Using an ARIMA-GARCH Modeling Approach to Improve Subway Short-Term
Ridership Forecasting Accounting for Dynamic Volatility",
JOURNAL = ITS,
VOLUME = "19",
YEAR = "2018",
NUMBER = "4",
MONTH = "April",
PAGES = "1054-1064",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192759"}
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AUTHOR = "Cheng, S.F. and Lu, F. and Peng, P. and Wu, S.",
TITLE = "A Spatiotemporal Multi-View-Based Learning Method for Short-Term
Traffic Forecasting",
JOURNAL = IJGI,
VOLUME = "7",
YEAR = "2018",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192760"}
@article{bb197372,
AUTHOR = "Wang, X.X. and Xu, L.H.",
TITLE = "Wavelet-based short-term forecasting with improved threshold
recognition for urban expressway traffic conditions",
JOURNAL = IET-ITS,
VOLUME = "12",
YEAR = "2018",
NUMBER = "6",
MONTH = "August",
PAGES = "463-473",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192761"}
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AUTHOR = "Zhou, T. and Jiang, D.Z. and Lin, Z.Z. and Han, G.Q. and Xu, X.M. and Qin, J.",
TITLE = "Hybrid dual Kalman filtering model for short-term traffic flow
forecasting",
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PAGES = "1023-1032",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192762"}
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AUTHOR = "Cui, Z.H. and Huang, B. and Dou, H.W. and Tan, G. and Zheng, S.Q. and Zhou, T.",
TITLE = "GSA-ELM: A hybrid learning model for short-term traffic flow
forecasting",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192763"}
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AUTHOR = "Cai, L.R. and Chen, Q. and Cai, W.H. and Xu, X.M. and Zhou, T. and Qin, J.",
TITLE = "SVRGSA: a hybrid learning based model for short-term traffic flow
forecasting",
JOURNAL = IET-ITS,
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YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "1348-1355",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192764"}
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AUTHOR = "Chen, X.Q.M. and Zhang, S.C. and Li, L.",
TITLE = "Multi-model ensemble for short-term traffic flow prediction under
normal and abnormal conditions",
JOURNAL = IET-ITS,
VOLUME = "13",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "260-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192765"}
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AUTHOR = "Diao, Z. and Zhang, D. and Wang, X. and Xie, K. and He, S. and Lu, X. and Li, Y.",
TITLE = "A Hybrid Model for Short-Term Traffic Volume Prediction in Massive
Transportation Systems",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "935-946",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192766"}
@article{bb197378,
AUTHOR = "Mackenzie, J. and Roddick, J.F. and Zito, R.",
TITLE = "An Evaluation of HTM and LSTM for Short-Term Arterial Traffic Flow
Prediction",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "5",
MONTH = "May",
PAGES = "1847-1857",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192767"}
@article{bb197379,
AUTHOR = "Feng, X. and Ling, X. and Zheng, H. and Chen, Z. and Xu, Y.",
TITLE = "Adaptive Multi-Kernel SVM With Spatial-Temporal Correlation for
Short-Term Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "2001-2013",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192768"}
@article{bb197380,
AUTHOR = "Zhu, Z. and Chen, X. and Zhang, X. and Zhang, L.",
TITLE = "Probabilistic Data Fusion for Short-Term Traffic Prediction With
Semiparametric Density Ratio Model",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "2459-2469",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192769"}
@article{bb197381,
AUTHOR = "Duan, P. and Mao, G. and Liang, W. and Zhang, D.",
TITLE = "A Unified Spatio-Temporal Model for Short-Term Traffic Flow
Prediction",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "3212-3223",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192770"}
@article{bb197382,
AUTHOR = "Ma, D.F. and Sheng, B. and Ma, X.L. and Jin, S.",
TITLE = "Fuzzy hybrid framework with dynamic weights for short-term traffic flow
prediction by mining spatio-temporal correlations",
JOURNAL = IET-ITS,
VOLUME = "14",
YEAR = "2020",
NUMBER = "2",
MONTH = "February",
PAGES = "73-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192771"}
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AUTHOR = "Gu, Y. and Lu, W. and Xu, X. and Qin, L. and Shao, Z. and Zhang, H.",
TITLE = "An Improved Bayesian Combination Model for Short-Term Traffic
Prediction With Deep Learning",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "3",
MONTH = "March",
PAGES = "1332-1342",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192772"}
@article{bb197384,
AUTHOR = "Han, L. and Huang, Y.S.",
TITLE = "Short-term traffic flow prediction of road network based on deep
learning",
JOURNAL = IET-ITS,
VOLUME = "14",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "495-503",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192773"}
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AUTHOR = "Tong, X.H. and Wang, R.J. and Shi, W.Z. and Li, Z.Y.",
TITLE = "An Approach for Filter Divergence Suppression in a Sequential Data
Assimilation System and Its Application in Short-Term Traffic Flow
Forecasting",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192774"}
@article{bb197386,
AUTHOR = "Li, Z. and Zheng, Z. and Washington, S.",
TITLE = "Short-Term Traffic Flow Forecasting: A Component-Wise Gradient
Boosting Approach With Hierarchical Reconciliation",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "5060-5072",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192775"}
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AUTHOR = "Wang, R.J. and Shi, W.Z. and Liu, X. and Li, Z.Y.",
TITLE = "An Adaptive Cutoff Frequency Selection Approach for Fast Fourier
Transform Method and Its Application into Short-Term Traffic Flow
Forecasting",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192776"}
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AUTHOR = "Zhang, Z. and Jiao, X.H.",
TITLE = "A deep network with analogous self-attention for short-term traffic
flow prediction",
JOURNAL = IET-ITS,
VOLUME = "15",
YEAR = "2021",
NUMBER = "7",
PAGES = "902-915",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192777"}
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AUTHOR = "Tao, Y.Y. and Wang, X. and Zheng, J.Y. and E, W.J. and Zhao, P. and Meng, S.W.",
TITLE = "Deep tree neural network for multiple-time-step prediction of
short-term speed and confidence estimation",
JOURNAL = IET-ITS,
VOLUME = "15",
YEAR = "2021",
NUMBER = "3",
PAGES = "446-462",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192778"}
@article{bb197390,
AUTHOR = "Tian, Z.D.",
TITLE = "Approach for Short-Term Traffic Flow Prediction Based on Empirical
Mode Decomposition and Combination Model Fusion",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "5566-5576",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192779"}
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AUTHOR = "Yu, Y.D. and Zhang, Y. and Qian, S. and Wang, S.F. and Hu, Y.L. and Yin, B.C.",
TITLE = "A Low Rank Dynamic Mode Decomposition Model for Short-Term Traffic
Flow Prediction",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "6547-6560",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192780"}
@article{bb197392,
AUTHOR = "Cheng, S. and Lu, F. and Peng, P.",
TITLE = "Short-Term Traffic Forecasting by Mining the Non-Stationarity of
Spatiotemporal Patterns",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "6365-6383",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192781"}
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AUTHOR = "Qu, Z.W. and Haitao, L. and Li, Z.H. and Tao, Z.",
TITLE = "Short-Term Traffic Flow Forecasting Method With M-B-LSTM Hybrid
Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "225-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192782"}
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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-f724sttfpre3.html#TT192783"}
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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,
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YEAR = "2022",
NUMBER = "2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192784"}
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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",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "5",
PAGES = "675-690",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192785"}
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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",
JOURNAL = ITS,
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YEAR = "2022",
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MONTH = "June",
PAGES = "5615-5624",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192786"}
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AUTHOR = "Cheng, Z.Y. and Lu, J. and Zhou, H.J. and Zhang, Y.B. and Zhang, L.",
TITLE = "Short-Term Traffic Flow Prediction: An Integrated Method of
Econometrics and Hybrid Deep Learning",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "5231-5244",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192787"}
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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",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "6",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT192788"}
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