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AUTHOR = "Shu, W.N. and Cai, K. and Xiong, N.N.",
TITLE = "A Short-Term Traffic Flow Prediction Model Based on an Improved Gate
Recurrent Unit Neural Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "16654-16665",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165856"}
@article{bb170301,
AUTHOR = "Wu, X.Y. and Zhu, W. and Liu, Z. and Zhang, Z.",
TITLE = "A Novel Vehicle Destination Prediction Model With Expandable Features
Using Attention Mechanism and Variational Autoencoder",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "16548-16557",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165857"}
@article{bb170302,
AUTHOR = "Su, Y.C. and Du, J. and Li, Y.M. and Li, X. and Liang, R.Q. and Hua, Z.Y. and Zhou, J.T.",
TITLE = "Trajectory Forecasting Based on Prior-Aware Directed Graph
Convolutional Neural Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "16773-16785",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165858"}
@article{bb170303,
AUTHOR = "Wang, Y. and Zheng, J. and Du, Y.Q. and Huang, C. and Li, P.",
TITLE = "Traffic-GGNN: Predicting Traffic Flow via Attentional
Spatial-Temporal Gated Graph Neural Networks",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "18423-18432",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165859"}
@article{bb170304,
AUTHOR = "Dai, F. and Huang, P.G. and Mo, Q. and Xu, X.L. and Bilal, M. and Song, H.",
TITLE = "ST-InNet: Deep Spatio-Temporal Inception Networks for Traffic Flow
Prediction in Smart Cities",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "19782-19794",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165860"}
@article{bb170305,
AUTHOR = "Mirzahossein, H. and Gholampour, I. and Sajadi, S.R. and Zamani, A.H.",
TITLE = "A hybrid deep and machine learning model for short-term traffic
volume forecasting of adjacent intersections",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "11",
PAGES = "1648-1663",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165861"}
@article{bb170306,
AUTHOR = "Duan, S.J. and Lyu, F. and Ren, J. and Wang, Y.F. and Yang, P. and Zhang, D.S. and Zhang, Y.X.",
TITLE = "Multitype Highway Mobility Analytics for Efficient Learning Model
Design: A Case of Station Traffic Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "19484-19496",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165862"}
@article{bb170307,
AUTHOR = "Liu, F.Q. and Wang, J.W. and Tian, J.B. and Zhuang, D.Y. and Miranda Moreno, L. and Sun, L.J.",
TITLE = "A Universal Framework of Spatiotemporal Bias Block for Long-Term
Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "19064-19075",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165863"}
@article{bb170308,
AUTHOR = "Wang, J.C. and Zhang, Y. and Wang, L. and Hu, Y.L. and Piao, X.L. and Yin, B.C.",
TITLE = "Multitask Hypergraph Convolutional Networks: A Heterogeneous Traffic
Prediction Framework",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "18557-18567",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165864"}
@article{bb170309,
AUTHOR = "Huo, J.B. and Wu, X.H. and Lyu, C. and Zhang, W.B. and Liu, Z.Y.",
TITLE = "Quantify the Road Link Performance and Capacity Using Deep Learning
Models",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "18581-18591",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165865"}
@article{bb170310,
AUTHOR = "Zang, D. and Chen, X. and Lei, J.T. and Wang, Z.Q. and Zhang, J.Q. and Cheng, J. and Tang, K.",
TITLE = "A multi-channel geometric algebra residual network for traffic data
prediction",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "11",
PAGES = "1549-1560",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165866"}
@article{bb170311,
AUTHOR = "Badu Marfo, G. and Farooq, B. and Patterson, Z.",
TITLE = "Composite Travel Generative Adversarial Networks for Tabular and
Sequential Population Synthesis",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "17976-17985",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165867"}
@article{bb170312,
AUTHOR = "Zeng, Z. and Zhao, W. and Qian, P.S. and Zhou, Y.J. and Zhao, Z.Y. and Chen, C. and Guan, C.T.",
TITLE = "Robust Traffic Prediction From Spatial-Temporal Data Based on
Conditional Distribution Learning",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "13458-13471",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165868"}
@article{bb170313,
AUTHOR = "Jiang, Y.L. and Fan, J.B. and Liu, Y. and Zhang, X.T.",
TITLE = "Deep Graph Gaussian Processes for Short-Term Traffic Flow Forecasting
From Spatiotemporal Data",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20177-20186",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165869"}
@article{bb170314,
AUTHOR = "Zhao, Y.J. and Lin, Y.F. and Zhang, Y.K. and Wen, H.M. and Liu, Y.X. and Wu, H. and Wu, Z.H. and Zhang, S.C. and Wan, H.Y.",
TITLE = "Traffic Inflow and Outflow Forecasting by Modeling Intra- and
Inter-Relationship Between Flows",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20202-20216",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165870"}
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AUTHOR = "Huang, J. and Luo, K. and Cao, L.B. and Wen, Y.Q. and Zhong, S.Y.",
TITLE = "Learning Multiaspect Traffic Couplings by Multirelational Graph
Attention Networks for Traffic Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20681-20695",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165871"}
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AUTHOR = "Li, Y.Q. and Chai, S.J. and Wang, G.B. and Zhang, X. and Qiu, J.",
TITLE = "Quantifying the Uncertainty in Long-Term Traffic Prediction Based on
PI-ConvLSTM Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "20429-20441",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165872"}
@article{bb170317,
AUTHOR = "Yan, H.Y. and Ma, X.L. and Pu, Z.Y.",
TITLE = "Learning Dynamic and Hierarchical Traffic Spatiotemporal Features
With Transformer",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "22386-22399",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165873"}
@article{bb170318,
AUTHOR = "Liu, Z.Y. and Lyu, C. and Huo, J.B. and Wang, S.A. and Chen, J.",
TITLE = "Gaussian Process Regression for Transportation System Estimation and
Prediction Problems: The Deformation and a Hat Kernel",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "22331-22342",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165874"}
@article{bb170319,
AUTHOR = "Fang, Y.C. and Zhao, F. and Qin, Y.J. and Luo, H.Y. and Wang, C.X.",
TITLE = "Learning All Dynamics: Traffic Forecasting via Locality-Aware
Spatio-Temporal Joint Transformer",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "23433-23446",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165875"}
@article{bb170320,
AUTHOR = "Liang, M. and Liu, R.W. and Zhan, Y. and Li, H.H. and Zhu, F.H. and Wang, F.Y.",
TITLE = "Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal
Multigraph Convolutional Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "23694-23707",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165876"}
@article{bb170321,
AUTHOR = "Li, Z.L. and Ren, Q.Q. and Chen, L. and Li, J.B. and Li, X.K.",
TITLE = "Multi-scale convolutional networks for traffic forecasting with
spatial-temporal attention",
JOURNAL = PRL,
VOLUME = "164",
YEAR = "2022",
PAGES = "53-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165877"}
@inproceedings{bb170322,
AUTHOR = "Li, Z.L. and Ren, Q.Q. and Chen, L. and Sui, X.H. and Li, J.B.",
TITLE = "Multi-Hierarchical Spatial-Temporal Graph Convolutional Networks for
Traffic Flow Forecasting",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4913-4919",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165878"}
@article{bb170323,
AUTHOR = "Deng, X.D. and Zhang, J. and Liao, S.Y. and Zhong, C.J. and Gao, F. and Teng, L.",
TITLE = "Interactive Impacts of Built Environment Factors on Metro Ridership
Using GeoDetector: From the Perspective of TOD",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165879"}
@article{bb170324,
AUTHOR = "Nadarajan, J. and Sivanraj, R.",
TITLE = "Attention-Based Multiscale Spatiotemporal Network for Traffic
Forecast with Fusion of External Factors",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165880"}
@article{bb170325,
AUTHOR = "Huang, S. and Sun, D. and Zhao, M. and Chen, J. and Chen, R.",
TITLE = "Short-term traffic flow prediction approach incorporating vehicle
functions from RFID-ELP data for urban road sections",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "1",
PAGES = "144-164",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165881"}
@article{bb170326,
AUTHOR = "Abdelraouf, A. and Abdel Aty, M. and Mahmoud, N.",
TITLE = "Sequence-to-Sequence Recurrent Graph Convolutional Networks for
Traffic Estimation and Prediction Using Connected Probe Vehicle Data",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "1395-1405",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165882"}
@article{bb170327,
AUTHOR = "Xia, M.R. and Jin, D.W. and Chen, J.Y.",
TITLE = "Short-Term Traffic Flow Prediction Based on Graph Convolutional
Networks and Federated Learning",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "1191-1203",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165883"}
@article{bb170328,
AUTHOR = "Diao, C.Y. and Zhang, D. and Liang, W. and Li, K.C. and Hong, Y.J. and Gaudiot, J.L.",
TITLE = "A Novel Spatial-Temporal Multi-Scale Alignment Graph Neural Network
Security Model for Vehicles Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "904-914",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165884"}
@article{bb170329,
AUTHOR = "Luo, D. and Zhao, D. and Cao, Z.J. and Wu, M.Y. and Liu, L. and Ma, H.D.",
TITLE = "M3AN: Multitask Multirange Multisubgraph Attention Network for
Condition-Aware Traffic Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "218-232",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165885"}
@article{bb170330,
AUTHOR = "Zhang, W.F. and Wu, Z. and Zhang, X.F. and Song, G. and Wang, Y. and Chen, J.",
TITLE = "Robust and Hierarchical Spatial Relation Analysis for Traffic
Forecasting",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "201-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165886"}
@article{bb170331,
AUTHOR = "Luo, G.Y. and Zhang, H. and Yuan, Q. and Li, J.L. and Wang, F.Y.",
TITLE = "ClusterST: Clustering Spatial-Temporal Network for Traffic
Forecasting",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "706-717",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165887"}
@article{bb170332,
AUTHOR = "Zhou, S.H. and Wei, C.F. and Song, C.F. and Pan, X. and Chang, W.B. and Yang, L.C.",
TITLE = "Short-Term Traffic Flow Prediction of the Smart City Using 5G
Internet of Vehicles Based on Edge Computing",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "2229-2238",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165888"}
@article{bb170333,
AUTHOR = "Ji, J.Z. and Yu, F. and Lei, M.L.",
TITLE = "Self-Supervised Spatiotemporal Graph Neural Networks With
Self-Distillation for Traffic Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1580-1593",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165889"}
@article{bb170334,
AUTHOR = "Li, M.X. and Tang, Y.H. and Ma, W.",
TITLE = "Few-Sample Traffic Prediction With Graph Networks Using Locale as
Relational Inductive Biases",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1894-1908",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165890"}
@article{bb170335,
AUTHOR = "Li, N. and Sheng, H.T. and Wang, P.Y. and Jia, Y.L. and Yang, Z. and Jin, Z.H.",
TITLE = "Modeling Categorized Truck Arrivals at Ports: Big Data for Traffic
Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "2772-2788",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165891"}
@article{bb170336,
AUTHOR = "Jiang, W.W. and Luo, J. and He, M. and Gu, W.X.",
TITLE = "Graph Neural Network for Traffic Forecasting: The Research Progress",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165892"}
@article{bb170337,
AUTHOR = "Mahajan, V. and Cantelmo, G. and Rothfeld, R. and Antoniou, C.",
TITLE = "Predicting network flows from speeds using open data and transfer
learning",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "4",
PAGES = "804-824",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165893"}
@article{bb170338,
AUTHOR = "Lai, Q.F. and Tian, J. and Wang, W. and Hu, X.P.",
TITLE = "Spatial-Temporal Attention Graph Convolution Network on Edge Cloud
for Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4565-4576",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165894"}
@article{bb170339,
AUTHOR = "Zeng, J. and Tang, J.J.",
TITLE = "Modeling Dynamic Traffic Flow as Visibility Graphs: A Network-Scale
Prediction Framework for Lane-Level Traffic Flow Based on LPR Data",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4173-4188",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165895"}
@article{bb170340,
AUTHOR = "Wang, A. and Ye, Y.C. and Song, X.Z. and Zhang, S. and Yu, J.J.Q.",
TITLE = "Traffic Prediction With Missing Data: A Multi-Task Learning Approach",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4189-4202",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165896"}
@article{bb170341,
AUTHOR = "Wang, Y. and Jing, C.F. and Huang, W. and Jin, S.Y. and Lv, X.X.",
TITLE = "Adaptive Spatiotemporal InceptionNet for Traffic Flow Forecasting",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "3882-3907",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165897"}
@article{bb170342,
AUTHOR = "Ma, Q.W. and Sun, W. and Gao, J. and Ma, P.W. and Shi, M.J.",
TITLE = "Spatio-temporal adaptive graph convolutional networks for traffic
flow forecasting",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "4",
PAGES = "691-703",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165898"}
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AUTHOR = "Liao, Z.H. and Huang, H.K. and Zhao, Y.J. and Liu, Y.Z. and Zhang, G.Q.",
TITLE = "Analysis and Forecast of Traffic Flow between Urban Functional Areas
Based on Ride-Hailing Trajectories",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "4",
PAGES = "144",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165899"}
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AUTHOR = "Liu, M.Z. and Zhu, T.Y. and Ye, J. and Meng, Q.X. and Sun, L.L. and Du, B.",
TITLE = "Spatio-Temporal AutoEncoder for Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5516-5526",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165900"}
@article{bb170345,
AUTHOR = "Chondrodima, E. and Pelekis, N. and Pikrakis, A. and Theodoridis, Y.",
TITLE = "An Efficient LSTM Neural Network-Based Framework for Vessel Location
Forecasting",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "4872-4888",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165901"}
@article{bb170346,
AUTHOR = "Varga, B. and Pereira, M. and Kulcsar, B. and Pariota, L. and Peni, T.",
TITLE = "Data-Driven Distance Metrics for Kriging-Short-Term Urban Traffic
State Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "6268-6279",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165902"}
@article{bb170347,
AUTHOR = "Weng, W.C. and Fan, J. and Wu, H. and Hu, Y.J. and Tian, H. and Zhu, F. and Wu, J.",
TITLE = "A Decomposition Dynamic graph convolutional recurrent network for
traffic forecasting",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109670",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165903"}
@article{bb170348,
AUTHOR = "Li, H.R. and Yuan, Z.Z. and Chen, S.Y. and Zhu, C.",
TITLE = "Exploring the effects of measures of performance and calibration
strategies on calibrating traffic microsimulation model:
A quantitative analysis approach",
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VOLUME = "17",
YEAR = "2023",
NUMBER = "6",
PAGES = "1200-1219",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165904"}
@article{bb170349,
AUTHOR = "Sun, H.R. and Wei, Y.L. and Huang, X.L. and Gao, S. and Song, Y.H.",
TITLE = "Global spatio-temporal dynamic capturing network-based traffic flow
prediction",
JOURNAL = IET-ITS,
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YEAR = "2023",
NUMBER = "6",
PAGES = "1220-1228",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165905"}
@article{bb170350,
AUTHOR = "Li, Z.X. and Han, Y. and Xu, Z.Y. and Zhang, Z.H. and Sun, Z.X. and Chen, G.",
TITLE = "PMGCN: Progressive Multi-Graph Convolutional Network for Traffic
Forecasting",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "6",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165906"}
@article{bb170351,
AUTHOR = "Fan, A. and Chen, X. and Yu, L. and Li, M.",
TITLE = "Investigating heterogeneity in travel behaviour change when
implementing soft transport interventions: A latent class choice
model",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "6",
PAGES = "1072-1086",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165907"}
@article{bb170352,
AUTHOR = "Wang, B. and Zhang, Y.D. and Shi, J.H. and Wang, P.K. and Wang, X. and Bai, L. and Wang, Y.",
TITLE = "Knowledge Expansion and Consolidation for Continual Traffic
Prediction With Expanding Graphs",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "7190-7201",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165908"}
@article{bb170353,
AUTHOR = "Huang, R. and Chen, Z.J. and Zhai, G.T. and He, J.H. and Chu, X.L.",
TITLE = "Spatial-temporal correlation graph convolutional networks for traffic
forecasting",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "7",
PAGES = "1380-1394",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165909"}
@article{bb170354,
AUTHOR = "Qi, X.Y. and Mei, G. and Tu, J.Z. and Xi, N. and Piccialli, F.",
TITLE = "A Deep Learning Approach for Long-Term Traffic Flow Prediction With
Multifactor Fusion Using Spatiotemporal Graph Convolutional Network",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8687-8700",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165910"}
@article{bb170355,
AUTHOR = "Yuan, X.M. and Chen, J. and Yang, J. and Zhang, N. and Yang, T.T. and Han, T. and Taherkordi, A.",
TITLE = "FedSTN: Graph Representation Driven Federated Learning for Edge
Computing Enabled Urban Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8738-8748",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165911"}
@article{bb170356,
AUTHOR = "Chen, Y. and Shu, T. and Zhou, X.K. and Zheng, X. and Kawai, A. and Fueda, K. and Yan, Z. and Liang, W. and Wang, K.I.K.",
TITLE = "Graph Attention Network With Spatial-Temporal Clustering for Traffic
Flow Forecasting in Intelligent Transportation System",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8727-8737",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165912"}
@article{bb170357,
AUTHOR = "Guo, C.Y. and Chen, C.H. and Hwang, F.J. and Chang, C.C. and Chang, C.C.",
TITLE = "Fast Spatiotemporal Learning Framework for Traffic Flow Forecasting",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8606-8616",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165913"}
@article{bb170358,
AUTHOR = "Huang, Y.J. and Song, X.Z. and Zhu, Y.S. and Zhang, S. and Yu, J.J.Q.",
TITLE = "Traffic Prediction With Transfer Learning:
A Mutual Information-Based Approach",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8236-8252",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165914"}
@article{bb170359,
AUTHOR = "Jin, G.Y. and Li, F. and Zhang, J.L. and Wang, M. and Huang, J.C.",
TITLE = "Automated Dilated Spatio-Temporal Synchronous Graph Modeling for
Traffic Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8820-8830",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165915"}
@article{bb170360,
AUTHOR = "Yao, Z.X. and Xia, S.C. and Li, Y. and Wu, G.F. and Zuo, L.L.",
TITLE = "Transfer Learning with Spatial-Temporal Graph Convolutional Network
for Traffic Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8592-8605",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165916"}
@article{bb170361,
AUTHOR = "Wang, Q. and Jiang, H. and Qiu, M. and Liu, Y.F. and Ye, D.S.",
TITLE = "TGAE: Temporal Graph Autoencoder for Travel Forecasting",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8529-8541",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165917"}
@article{bb170362,
AUTHOR = "Manibardo, E.L. and Lana, I. and Villar Rodriguez, E. and Ser, J.D.",
TITLE = "A Graph-Based Methodology for the Sensorless Estimation of Road
Traffic Profiles",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "8701-8715",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165918"}
@article{bb170363,
AUTHOR = "Li, W. and Zhan, X. and Liu, X. and Zhang, L. and Pan, Y. and Pan, Z.",
TITLE = "SASTGCN: A Self-Adaptive Spatio-Temporal Graph Convolutional Network
for Traffic Prediction",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "8",
PAGES = "346",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165919"}
@article{bb170364,
AUTHOR = "Chen, J. and Xu, M.Q. and Xu, W.Q. and Li, D.P. and Peng, W.M. and Xu, H.T.",
TITLE = "A Flow Feedback Traffic Prediction Based on Visual Quantified
Features",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "10067-10075",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165920"}
@article{bb170365,
AUTHOR = "Liu, T. and Jiang, A. and Zhou, J. and Li, M. and Kwan, H.K.",
TITLE = "GraphSAGE-Based Dynamic Spatial-Temporal Graph Convolutional Network
for Traffic Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11210-11224",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165921"}
@article{bb170366,
AUTHOR = "Miao, M. and Kang, M.Y. and Qian, X. and Chen, D. and Wu, W.J. and Yu, W.W.",
TITLE = "Improving traffic time-series predictability by imputing continuous
non-random missing data",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "10",
PAGES = "1925-1934",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165922"}
@article{bb170367,
AUTHOR = "Gou, Z. and Shen, Y.G. and Chen, S.",
TITLE = "Lanczos method for spatio-temporal graph convolutional networks to
forecast expressway flow",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "10",
PAGES = "1979-1991",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165923"}
@article{bb170368,
AUTHOR = "Zhang, Q.Y. and Zhou, L.F. and Su, Y.X. and Xia, H. and Xu, B.",
TITLE = "Gated Recurrent Unit Embedded with Dual Spatial Convolution for
Long-Term Traffic Flow Prediction",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "9",
PAGES = "366",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165924"}
@article{bb170369,
AUTHOR = "Yang, Z.J. and Wang, C.",
TITLE = "Short-term traffic flow prediction based on AST-MTL-CNN-GRU",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "11",
PAGES = "2205-2220",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165925"}
@article{bb170370,
AUTHOR = "Xue, R. and Zhao, S.J. and Han, F.X.",
TITLE = "An Embedding-Driven Multi-Hop Spatio-Temporal Attention Network for
Traffic Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13192-13207",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165926"}
@article{bb170371,
AUTHOR = "Wang, L.H. and Zhang, F.Q. and Cui, Y.H. and Coskun, S. and Tang, X.L. and Yang, Y. and Hu, X.S.",
TITLE = "Stochastic Velocity Prediction for Connected Vehicles Considering V2V
Communication Interruption",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "11654-11667",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165927"}
@article{bb170372,
AUTHOR = "Djenouri, Y. and Belhadi, A. and Djenouri, D. and Srivastava, G. and Lin, J.C.W.",
TITLE = "A Secure Intelligent System for Internet of Vehicles: Case Study on
Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13218-13227",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165928"}
@article{bb170373,
AUTHOR = "Chang, S.Y. and Wu, H.C. and Kao, Y.C.",
TITLE = "Tensor Extended Kalman Filter and its Application to Traffic
Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "13813-13829",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165929"}
@article{bb170374,
AUTHOR = "Wang, C. and Zuo, K. and Zhang, S. and Lei, H. and Hu, P. and Shen, Z.Y. and Wang, R. and Zhao, P.",
TITLE = "PFNet: Large-Scale Traffic Forecasting With Progressive
Spatio-Temporal Fusion",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14580-14597",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165930"}
@article{bb170375,
AUTHOR = "Zhao, J. and Chen, C. and Liao, C. and Huang, H.Y. and Ma, J. and Pu, H. and Luo, J. and Zhu, T. and Wang, S.",
TITLE = "2F-TP: Learning Flexible Spatiotemporal Dependency for Flexible
Traffic Prediction",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15379-15391",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165931"}
@article{bb170376,
AUTHOR = "Qi, Y.X. and Wu, J. and Bashir, A.K. and Lin, X. and Yang, W. and Alshehri, M.D.",
TITLE = "Privacy-Preserving Cross-Area Traffic Forecasting in ITS: A
Transferable Spatial-Temporal Graph Neural Network Approach",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15499-15512",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165932"}
@article{bb170377,
AUTHOR = "Ali, F. and Khan, Z.H. and Khattak, K.S. and Gulliver, T.A.",
TITLE = "The effect of visibility on road traffic during foggy weather
conditions",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "1",
PAGES = "47-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165933"}
@article{bb170378,
AUTHOR = "Ye, W. and Kuang, H.X. and Li, J. and Lai, X.J. and Qu, H.",
TITLE = "A parking occupancy prediction method incorporating time series
decomposition and temporal pattern attention mechanism",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "1",
PAGES = "58-71",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165934"}
@article{bb170379,
AUTHOR = "Wang, Q. and Liu, W.P. and Wang, X.M. and Chen, X.H. and Chen, G.N. and Wu, Q.X.",
TITLE = "GMHANN: A Novel Traffic Flow Prediction Method for Transportation
Management Based on Spatial-Temporal Graph Modeling",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "386-401",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165935"}
@article{bb170380,
AUTHOR = "Hu, H.X. and Hu, Q. and Tan, G.P. and Zhang, Y. and Lin, Z.Z.",
TITLE = "A Multi-Layer Model Based on Transformer and Deep Learning for
Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "443-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165936"}
@article{bb170381,
AUTHOR = "Du, W.B. and Chen, S. and Li, Z. and Cao, X.B. and Lv, Y.S.",
TITLE = "A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction
Through Causality Graphs",
JOURNAL = ITS,
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YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "532-544",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165937"}
@article{bb170382,
AUTHOR = "Zhu, G.Y. and Ding, J. and Wei, Y. and Yi, Y. and Xu, S.S.D. and Wu, E.Q.",
TITLE = "Two-Stage OD Flow Prediction for Emergency in Urban Rail Transit",
JOURNAL = ITS,
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YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "920-928",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165938"}
@article{bb170383,
AUTHOR = "Nie, L. and Wang, X.J. and Zhao, Q.L. and Shang, Z.G. and Feng, L. and Li, G.J.",
TITLE = "Digital Twin for Transportation Big Data: A Reinforcement
Learning-Based Network Traffic Prediction Approach",
JOURNAL = ITS,
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YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "896-906",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165939"}
@article{bb170384,
AUTHOR = "Pu, B. and Liu, J.S. and Kang, Y. and Chen, J.G. and Yu, P.S.",
TITLE = "MVSTT: A Multiview Spatial-Temporal Transformer Network for
Traffic-Flow Forecasting",
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NUMBER = "3",
MONTH = "March",
PAGES = "1582-1595",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165940"}
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AUTHOR = "Li, K. and Bai, W.H. and Huang, S.W. and Tan, G. and Zhou, T. and Li, K.Q.",
TITLE = "Lag-related noise shrinkage stacked LSTM network for short-term
traffic flow forecasting",
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YEAR = "2024",
NUMBER = "2",
PAGES = "244-257",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165941"}
@article{bb170386,
AUTHOR = "Yao, S. and Zhang, H.Z. and Wang, C.X. and Zeng, D. and Ye, M.",
TITLE = "GSTGAT: Gated spatiotemporal graph attention network for traffic
demand forecasting",
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YEAR = "2024",
NUMBER = "2",
PAGES = "258-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165942"}
@article{bb170387,
AUTHOR = "Li, X.Y. and Gong, Y.S. and Liu, W. and Yin, Y.L. and Zheng, Y. and Nie, L.Q.",
TITLE = "Dual-track spatio-temporal learning for urban flow prediction with
adaptive normalization",
JOURNAL = AI,
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YEAR = "2024",
PAGES = "104065",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165943"}
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AUTHOR = "Qi, X.D. and Yao, J.F. and Wang, P. and Shi, T.T. and Zhang, Y.J. and Zhao, X.M.",
TITLE = "Combining Weather Factors to Predict Traffic Flow: A Spatial-Temporal
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NUMBER = "3",
PAGES = "528-539",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165944"}
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AUTHOR = "Lu, S. and Chen, H.B. and Teng, Y.L.",
TITLE = "Multi-Scale Non-Local Spatio-Temporal Information Fusion Networks for
Multi-Step Traffic Flow Forecasting",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165946"}
@inproceedings{bb170391,
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#TT165947"}
@inproceedings{bb170392,
AUTHOR = "Li, Y. and Ren, Q.Q. and Jin, H. and Han, M.",
TITLE = "LSTN:Long Short-Term Traffic Flow Forecasting with Transformer
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BOOKTITLE = "ICPR22",
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PAGES = "4793-4800",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165948"}
@inproceedings{bb170393,
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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@inproceedings{bb170394,
AUTHOR = "Mallick, T. and Balaprakash, P. and Rask, E. and Macfarlane, J.",
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@inproceedings{bb170395,
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@inproceedings{bb170396,
AUTHOR = "Ai, W. and Su, Y. and Xing, T. and Liu, D.",
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@inproceedings{bb170397,
AUTHOR = "Li, Q. and Wang, H.",
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AUTHOR = "Liu, D. and Hui, S. and Li, L. and Liu, Z. and Zhang, Z.",
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@inproceedings{bb170399,
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Last update:Apr 18, 2024 at 11:38:49