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AUTHOR = "Lana, I. and Olabarrieta, I. and Ser, J.D.",
TITLE = "Measuring the Confidence of Single-Point Traffic Forecasting Models:
Techniques, Experimental Comparison, and Guidelines Toward Their
Actionability",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "11180-11199",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188906"}
@article{bb193501,
AUTHOR = "Schrader, M. and Bittle, J.",
TITLE = "A Global Sensitivity Analysis of Traffic Microsimulation Input
Parameters on Performance Metrics",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "11739-11752",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188907"}
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AUTHOR = "Liu, Q.X. and Sun, S. and Liu, M. and Wang, Y.W. and Gao, B.",
TITLE = "Online Spatio-Temporal Correlation-Based Federated Learning for
Traffic Flow Forecasting",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "13027-13039",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188908"}
@article{bb193503,
AUTHOR = "Liu, Q.X. and Sun, S. and Liang, Y.X. and Xu, X.L. and Liu, M. and Bilal, M. and Wang, Y.W. and Li, X. and Zheng, Y.",
TITLE = "REFOL: Resource-Efficient Federated Online Learning for Traffic Flow
Forecasting",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "2777-2792",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188909"}
@article{bb193504,
AUTHOR = "Gan, R. and An, B. and Li, L.H. and Qu, X. and Ran, B.",
TITLE = "A Freeway Traffic Flow Prediction Model Based on a Generalized
Dynamic Spatio-Temporal Graph Convolutional Network",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "13682-13693",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188910"}
@article{bb193505,
AUTHOR = "Zhang, X.J. and Ke, Q. and Zhao, X.",
TITLE = "Travel Demand Forecasting: A Fair AI Approach",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14611-14627",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188911"}
@article{bb193506,
AUTHOR = "Du, K. and Wang, S. and Lo, H.K.",
TITLE = "Traffic Parameters Estimation With Partial Vehicle Trajectories by
the Iterative Partial Backpropagation Maximum Likelihood Estimation
(IPB-MLE) Framework",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14855-14865",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188912"}
@article{bb193507,
AUTHOR = "Zhao, J.L. and Zhuo, F.T. and Sun, Q.X. and Li, Q. and Hua, Y.R. and Zhao, J.",
TITLE = "DSFormer-LRTC: Dynamic Spatial Transformer for Traffic Forecasting
With Low-Rank Tensor Compression",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "16323-16335",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188913"}
@article{bb193508,
AUTHOR = "Zheng, X. and Bagloee, S.A. and Sarvi, M.",
TITLE = "TRECK: Long-Term Traffic Forecasting With Contrastive Representation
Learning",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "16964-16977",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188914"}
@article{bb193509,
AUTHOR = "Zhu, W.G. and Zhang, X.Y. and Liu, C. and Sun, Y.Q.",
TITLE = "D³STN: Dynamic Delay Differential Equation Spatiotemporal Network for
Traffic Flow Forecasting",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "18093-18106",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188915"}
@article{bb193510,
AUTHOR = "Zhang, C.Y. and Zhang, Y. and Shao, Q. and Feng, J.T. and Li, B. and Lv, Y.S. and Piao, X.L. and Yin, B.C.",
TITLE = "BjTT: A Large-Scale Multimodal Dataset for Traffic Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "18992-19003",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188916"}
@article{bb193511,
AUTHOR = "Li, J.Y. and Liao, C.L. and Hu, S. and Chen, X. and Lee, D.H.",
TITLE = "Physics-Guided Multi-Source Transfer Learning for Network-Scale
Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "17533-17546",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188917"}
@article{bb193512,
AUTHOR = "Wu, Y.L. and Zhao, Y.P. and Zhang, X.F. and Wang, Y.W.",
TITLE = "Spatial-Temporal Correlation Learning for Traffic Demand Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "15745-15758",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188918"}
@article{bb193513,
AUTHOR = "Zhang, J.F. and Xie, C. and Cai, H.M. and Shen, W.M. and Yang, R.",
TITLE = "Knowledge Distillation-Based Spatio-Temporal MLP Model for Real-Time
Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "18122-18135",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188919"}
@article{bb193514,
AUTHOR = "Sattarzadeh, A.R. and Pathirana, P.N. and Kutadinata, R. and Huynh, V.T.",
TITLE = "Extracting long-term spatiotemporal characteristics of traffic flow
using attention-based convolutional transformer",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "10",
PAGES = "1797-1814",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188920"}
@article{bb193515,
AUTHOR = "Wang, Y.Q. and Zhang, J.W. and Ma, Z. and Lu, N. and Li, T. and Ma, J.F.",
TITLE = "Location-Aware and Privacy-Preserving Data Cleaning for Intelligent
Transportation",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "20405-20418",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188921"}
@article{bb193516,
AUTHOR = "Lim, J. and Lee, J. and An, C. and Park, E.",
TITLE = "Enhancing real-time traffic volume prediction: A two-step approach of
object detection and time series modelling",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "12",
PAGES = "2744-2758",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188922"}
@article{bb193517,
AUTHOR = "Dou, Z. and Guo, D.",
TITLE = "DPSTCN: Dynamic Pattern-Aware Spatio-Temporal Convolutional Networks
for Traffic Flow Forecasting",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "1",
PAGES = "10",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188923"}
@article{bb193518,
AUTHOR = "Zhang, D.K. and Wang, P.F. and Ding, L. and Wang, X.L. and He, J.F.",
TITLE = "Spatio-Temporal Contrastive Learning-Based Adaptive Graph
Augmentation for Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "1304-1318",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188924"}
@article{bb193519,
AUTHOR = "Lin, M.W. and Liu, J.Q. and Chen, H. and Xu, X. and Luo, X. and Xu, Z.",
TITLE = "A 3D Convolution-Incorporated Dimension Preserved Decomposition Model
for Traffic Data Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "673-690",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188925"}
@article{bb193520,
AUTHOR = "Nie, T. and Qin, G. and Sun, L.J. and Ma, W. and Mei, Y. and Sun, J.",
TITLE = "Contextualizing MLP-Mixers Spatiotemporally for Urban Traffic Data
Forecast at Scale",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "1241-1256",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188926"}
@article{bb193521,
AUTHOR = "Yingran, Z. and Chao, L. and Rui, S.",
TITLE = "Enhancing Traffic Flow Forecasting With Delay Propagation: Adaptive
Graph Convolution Networks for Spatio-Temporal Data",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "650-660",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188927"}
@article{bb193522,
AUTHOR = "Monteil, J. and Dekusar, A. and Gambella, C. and Lassoued, Y. and Mevissen, M.",
TITLE = "On Model Selection for Scalable Time Series Forecasting in Transport
Networks",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "6699-6708",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188928"}
@article{bb193523,
AUTHOR = "Naing, H. and Cai, W. and Yu, J.Q. and Zhong, J.H. and Yu, L.",
TITLE = "Fine-Grained Trajectory Reconstruction by Microscopic Traffic
Simulation With Dynamic Data-Driven Evolutionary Optimization",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1930-1950",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188929"}
@article{bb193524,
AUTHOR = "Ouyang, N. and Ao, L. and Cai, Q. and Wan, W.K. and Ren, X.J. and He, X. and Sheng, K.",
TITLE = "Graph Transformer-Based Dynamic Edge Interaction Encoding for Traffic
Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "4066-4079",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188930"}
@article{bb193525,
AUTHOR = "Wu, X. and Zhan, J.M. and Ding, W.P. and Pedrycz, W.",
TITLE = "GRNN Model With Feedback Mechanism Incorporating k-Nearest Neighbor
and Modified Gray Wolf Optimization Algorithm in Intelligent
Transportation",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "3855-3872",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188931"}
@article{bb193526,
AUTHOR = "Yuan, Q. and Wang, J. and Han, Y. and Liu, Z. and Liu, W.Q.",
TITLE = "DAGCAN: Decoupled Adaptive Graph Convolution Attention Network for
Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "3513-3526",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188932"}
@article{bb193527,
AUTHOR = "Chen, L.Q. and Zhao, Q.L. and Li, G.H. and Zhou, M.C. and Dai, C.L. and Feng, Y.M. and Liu, X.W. and Li, J.J.",
TITLE = "A Sparse Cross Attention-Based Graph Convolution Network With
Auxiliary Information Awareness for Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "3210-3222",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188933"}
@article{bb193528,
AUTHOR = "Wang, T. and Zhao, S.J. and Jia, W.Z. and Shi, D.Q.",
TITLE = "A Task-Oriented Spatial Graph Structure Learning Method for Traffic
Forecasting",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "4770-4779",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188934"}
@article{bb193529,
AUTHOR = "Englezou, Y. and Timotheou, S. and Panayiotou, C.G.",
TITLE = "Fault-Adaptive Traffic Demand Estimation Using Network Flow Dynamics",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "6157-6170",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188935"}
@article{bb193530,
AUTHOR = "Wu, K. and Hao, F. and Yao, R.X. and Li, J.H. and Min, G. and Kuznetsov, S.O.",
TITLE = "Traffic Prediction Based on Formal Concept-Enhanced Federated Graph
Learning",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "6936-6948",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188936"}
@article{bb193531,
AUTHOR = "Gao, L.F. and Chen, L.J. and Qiu, A. and Wang, Q.L. and Wang, J.L. and Chen, C. and Zhang, F. and Ou'er, G.",
TITLE = "Grid Partition-Based Dynamic Spatial-Temporal Graph Convolutional
Network for Large-Scale Traffic Flow Forecasting",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "5",
PAGES = "207",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188937"}
@article{bb193532,
AUTHOR = "Wang, D.J. and Guo, G.M. and Ouyang, T.P. and Yu, D.J. and Zhang, H.P. and Li, B. and Jiang, R. and Xu, G.D. and Deng, S.G.",
TITLE = "A Lightweight Spatio-Temporal Neural Network With Sampling-Based Time
Series Decomposition for Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "8682-8693",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188938"}
@article{bb193533,
AUTHOR = "Dhont, M. and Munteanu, A. and Tsiporkova, E.",
TITLE = "Forecasting Traffic Progression in Terms of Semantically
Interpretable States by Exploring Multiple Data Representations",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "8368-8381",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188939"}
@article{bb193534,
AUTHOR = "Zhang, M. and Cao, J.X.",
TITLE = "Dynamic Routing Spatial-Temporal Transformer Model for Traffic Flow
Prediction",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "10116-10130",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188940"}
@article{bb193535,
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#TT188941"}
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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 = "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#TT188942"}
@article{bb193537,
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#TT188943"}
@article{bb193538,
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#TT188944"}
@article{bb193539,
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#TT188945"}
@article{bb193540,
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#TT188946"}
@article{bb193541,
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#TT188947"}
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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#TT188948"}
@article{bb193543,
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#TT188949"}
@article{bb193544,
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#TT188950"}
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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#TT188951"}
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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#TT188952"}
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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",
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VOLUME = "14",
YEAR = "2025",
NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188953"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188954"}
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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,
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YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "15646-15659",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188955"}
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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,
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YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "14896-14909",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188956"}
@article{bb193551,
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#TT188957"}
@article{bb193552,
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#TT188958"}
@article{bb193553,
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#TT188959"}
@article{bb193554,
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#TT188960"}
@article{bb193555,
AUTHOR = "Shen, Q. and Ying, Z. and Liu, Z.F. and Lou, J.",
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#TT188961"}
@article{bb193556,
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#TT188962"}
@article{bb193557,
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#TT188963"}
@article{bb193558,
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#TT188964"}
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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#TT188965"}
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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#TT188966"}
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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#TT188967"}
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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#TT188968"}
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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,
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YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5442-5459",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188969"}
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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",
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PAGES = "5087-5103",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188970"}
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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
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MONTH = "June",
PAGES = "3472-3486",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188971"}
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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,
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YEAR = "2026",
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PAGES = "5546-5559",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188972"}
@inproceedings{bb193567,
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#TT188973"}
@inproceedings{bb193568,
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#TT188974"}
@inproceedings{bb193569,
AUTHOR = "Guo, K. and Liu, W.X. and Pan, J.",
TITLE = "End-to-End Trajectory Distribution Prediction Based on Occupancy Grid
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BOOKTITLE = CVPR22,
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PAGES = "2232-2241",
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@inproceedings{bb193570,
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
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@inproceedings{bb193571,
AUTHOR = "Ai, W. and Su, Y. and Xing, T. and Liu, D.",
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BOOKTITLE = CVIDL20,
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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
Networks with Spatio-temporal Joint Relations",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188979"}
@inproceedings{bb193574,
AUTHOR = "Zhang, Q. and Jin, Q. and Chang, J. and Xiang, S. and Pan, C.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT188980"}
@inproceedings{bb193575,
AUTHOR = "Priambodo, B. and Ahmad, A.",
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Using Multiple Regression",
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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.",
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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",
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Flow Prediction",
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AUTHOR = "Daraghmi, Y. and Yi, C. and Chiang, T.",
TITLE = "Negative Binomial Additive Models for Short-Term Traffic Flow
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AUTHOR = "Kehagias, D. and Salamanis, A. and Tzovaras, D.",
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forecasting based on traffic dynamics",
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AUTHOR = "Fusco, G. and Colombaroni, C. and Isaenko, N.",
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traffic predictions",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT188992"}
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based on data fusion",
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AUTHOR = "Zheng, L. and Zhu, C. and Zhu, N. and He, T. and Dong, N. and Huang, H.",
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AUTHOR = "Sun, B. and Cheng, W. and Goswami, P. and Bai, G.H.",
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neighbours",
JOURNAL = IET-ITS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT188995"}
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Ridership Forecasting Accounting for Dynamic Volatility",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT188996"}
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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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT188997"}
@article{bb193592,
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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT188998"}
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT189001"}
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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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT189002"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT189003"}
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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,
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YEAR = "2019",
NUMBER = "5",
MONTH = "May",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT189004"}
@article{bb193599,
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,
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YEAR = "2019",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT189005"}
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