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AUTHOR = "Zou, G.J. and Lai, Z.L. and Wang, T. and Liu, Z.S. and Li, Y.",
TITLE = "MT-STNet: A Novel Multi-Task Spatiotemporal Network for Highway
Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "8221-8236",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183062"}
@article{bb187601,
AUTHOR = "Yu, Q. and Ma, L. and Lai, P. and Guo, J.",
TITLE = "Dynamic spatial-temporal network for traffic forecasting based on
joint latent space representation",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "8",
PAGES = "1369-1384",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183063"}
@article{bb187602,
AUTHOR = "Wei, S.Q. and Feng, S.Y. and Yang, H.",
TITLE = "Multi-View Spatial-Temporal Graph Convolutional Network for Traffic
Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "9572-9586",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183064"}
@article{bb187603,
AUTHOR = "Cao, S.Q. and Wu, L. and Zhang, R. and Wu, D. and Cui, J. and Chang, Y.",
TITLE = "A Spatiotemporal Multiscale Graph Convolutional Network for Traffic
Flow Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "8705-8718",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183065"}
@article{bb187604,
AUTHOR = "Chauhan, N.S. and Kumar, N. and Eskandarian, A.",
TITLE = "A Novel Confined Attention Mechanism Driven Bi-GRU Model for Traffic
Flow Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "9181-9191",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183066"}
@article{bb187605,
AUTHOR = "Mallick, T. and Macfarlane, J. and Balaprakash, P.",
TITLE = "Uncertainty Quantification for Traffic Forecasting Using
Deep-Ensemble-Based Spatiotemporal Graph Neural Networks",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "9141-9152",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183067"}
@article{bb187606,
AUTHOR = "Wang, Q.Y. and Wang, S. and Zhuang, D. and Koutsopoulos, H. and Zhao, J.H.",
TITLE = "Uncertainty Quantification of Spatiotemporal Travel Demand With
Probabilistic Graph Neural Networks",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "8770-8781",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183068"}
@article{bb187607,
AUTHOR = "Kumar, K.N. and Roy, D. and Suman, T.A. and Vishnu, C. and Mohan, C.K.",
TITLE = "TSANet: Forecasting traffic congestion patterns from aerial videos
using graphs and transformers",
JOURNAL = PR,
VOLUME = "155",
YEAR = "2024",
PAGES = "110721",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183069"}
@article{bb187608,
AUTHOR = "Meese, C. and Chen, H. and Li, W. and Lee, D. and Guo, H. and Shen, C.C. and Nejad, M.",
TITLE = "Adaptive Traffic Prediction at the ITS Edge With Online Models and
Blockchain-Based Federated Learning",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "10725-10740",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183070"}
@article{bb187609,
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#TT183071"}
@article{bb187610,
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#TT183072"}
@article{bb187611,
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#TT183073"}
@article{bb187612,
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#TT183074"}
@article{bb187613,
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#TT183075"}
@article{bb187614,
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#TT183076"}
@article{bb187615,
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#TT183077"}
@article{bb187616,
AUTHOR = "Zhang, Y.D. and Wang, P.K. and Wang, B. and Wang, X. and Zhao, Z. and Zhou, Z.Y. and Bai, L. and Wang, Y.",
TITLE = "Adaptive and Interactive Multi-Level Spatio-Temporal Network for
Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14070-14086",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT183078"}
@article{bb187617,
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#TT183079"}
@article{bb187618,
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#TT183080"}
@article{bb187619,
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#TT183081"}
@article{bb187620,
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#TT183082"}
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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#TT183083"}
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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#TT183084"}
@article{bb187623,
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#TT183085"}
@article{bb187624,
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#TT183086"}
@article{bb187625,
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#TT183087"}
@article{bb187626,
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#TT183088"}
@article{bb187627,
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#TT183089"}
@article{bb187628,
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#TT183090"}
@article{bb187629,
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#TT183091"}
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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#TT183092"}
@article{bb187631,
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#TT183093"}
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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#TT183094"}
@article{bb187633,
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#TT183095"}
@article{bb187634,
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#TT183096"}
@article{bb187635,
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#TT183097"}
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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#TT183098"}
@article{bb187637,
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#TT183099"}
@article{bb187638,
AUTHOR = "Wang, T. and Zhao, S.J. and Jia, W.Z. and Shi, D.",
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#TT183100"}
@article{bb187639,
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#TT183101"}
@article{bb187640,
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#TT183102"}
@article{bb187641,
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#TT183103"}
@article{bb187642,
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#TT183104"}
@article{bb187643,
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#TT183105"}
@article{bb187644,
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#TT183106"}
@article{bb187645,
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#TT183107"}
@article{bb187646,
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#TT183108"}
@article{bb187647,
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#TT183109"}
@article{bb187648,
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#TT183110"}
@article{bb187649,
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#TT183111"}
@article{bb187650,
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,
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YEAR = "2025",
NUMBER = "9",
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AUTHOR = "Xu, Z.X. and Zhang, L.J. and Yang, S. and Jiang, N.",
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@inproceedings{bb187654,
AUTHOR = "Hua, X. and Liu, W.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183137"}
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AUTHOR = "Ding, C. and Duan, J. and Zhang, Y. and Wu, X. and Yu, G.",
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Ridership Forecasting Accounting for Dynamic Volatility",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183138"}
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AUTHOR = "Cheng, S.F. and Lu, F. and Peng, P. and Wu, S.",
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Traffic Forecasting",
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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#TT183140"}
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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.",
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AUTHOR = "Chen, X.Q.M. and Zhang, S.C. and Li, L.",
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normal and abnormal conditions",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183144"}
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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#TT183145"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183146"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183147"}
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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,
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YEAR = "2019",
NUMBER = "7",
MONTH = "July",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183148"}
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AUTHOR = "Duan, P. and Mao, G. and Liang, W. and Zhang, D.",
TITLE = "A Unified Spatio-Temporal Model for Short-Term Traffic Flow
Prediction",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183149"}
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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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183150"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183151"}
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AUTHOR = "Han, L. and Huang, Y.S.",
TITLE = "Short-term traffic flow prediction of road network based on deep
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JOURNAL = IET-ITS,
VOLUME = "14",
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183152"}
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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
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JOURNAL = IJGI,
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NUMBER = "6",
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AUTHOR = "Li, Z. and Zheng, Z. and Washington, S.",
TITLE = "Short-Term Traffic Flow Forecasting: A Component-Wise Gradient
Boosting Approach With Hierarchical Reconciliation",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183154"}
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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",
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NUMBER = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT183155"}
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flow prediction",
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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",
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NUMBER = "3",
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AUTHOR = "Tian, Z.",
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Mode Decomposition and Combination Model Fusion",
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TITLE = "A Low Rank Dynamic Mode Decomposition Model for Short-Term Traffic
Flow Prediction",
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AUTHOR = "Cheng, S. and Lu, F. and Peng, P.",
TITLE = "Short-Term Traffic Forecasting by Mining the Non-Stationarity of
Spatiotemporal Patterns",
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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",
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