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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT187208"}
@inproceedings{bb191801,
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,
YEAR = "2022",
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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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BOOKTITLE = ICPR21,
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@inproceedings{bb191803,
AUTHOR = "Ai, W. and Su, Y. and Xing, T. and Liu, D.",
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BOOKTITLE = CVIDL20,
YEAR = "2020",
PAGES = "237-240",
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AUTHOR = "Jiber, M. and Lamouik, I. and Ali, Y. and Sabri, M.A.",
TITLE = "Traffic flow prediction using neural network",
BOOKTITLE = ISCV18,
YEAR = "2018",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT187212"}
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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",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1487-1492",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT187213"}
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AUTHOR = "Zhang, Q. and Jin, Q. and Chang, J. and Xiang, S. and Pan, C.",
TITLE = "Kernel-Weighted Graph Convolutional Network:
A Deep Learning Approach for Traffic Forecasting",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1018-1023",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT187214"}
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AUTHOR = "Priambodo, B. and Ahmad, A.",
TITLE = "Predicting Traffic Flow Based on Average Speed of Neighbouring Road
Using Multiple Regression",
BOOKTITLE = IVIC17,
YEAR = "2017",
PAGES = "309-318",
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AUTHOR = "Tan, M.C. and Wong, S.C. and Xu, M.C. and Guan, Z.R. and Zhang, P.",
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AUTHOR = "Ghosh, B. and Basu, B. and O'Mahony, M.",
TITLE = "Multivariate Short-Term Traffic Flow Forecasting Using Time-Series
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JOURNAL = ITS,
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MONTH = "June",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187217"}
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AUTHOR = "Tchrakian, T.T. and Basu, B. and O'Mahony, M.",
TITLE = "Real-Time Traffic Flow Forecasting Using Spectral Analysis",
JOURNAL = ITS,
VOLUME = "13",
YEAR = "2012",
NUMBER = "2",
MONTH = "June",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187218"}
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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
Using a Hybrid Exponential Smoothing and Levenberg-Marquardt Algorithm",
JOURNAL = ITS,
VOLUME = "13",
YEAR = "2012",
NUMBER = "2",
MONTH = "June",
PAGES = "644-654",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187219"}
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AUTHOR = "Lippi, M. and Bertini, M. and Frasconi, P.",
TITLE = "Short-Term Traffic Flow Forecasting: An Experimental Comparison
of Time-Series Analysis and Supervised Learning",
JOURNAL = ITS,
VOLUME = "14",
YEAR = "2013",
NUMBER = "2",
PAGES = "871-882",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187220"}
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AUTHOR = "Jeong, Y.S. and Byon, Y.J. and Castro Neto, M.M. and Easa, S.M.",
TITLE = "Supervised Weighting-Online Learning Algorithm for Short-Term Traffic
Flow Prediction",
JOURNAL = ITS,
VOLUME = "14",
YEAR = "2013",
NUMBER = "4",
PAGES = "1700-1707",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187221"}
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AUTHOR = "Daraghmi, Y. and Yi, C. and Chiang, T.",
TITLE = "Negative Binomial Additive Models for Short-Term Traffic Flow
Forecasting in Urban Areas",
JOURNAL = ITS,
VOLUME = "15",
YEAR = "2014",
NUMBER = "2",
MONTH = "April",
PAGES = "784-793",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187222"}
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AUTHOR = "Tselentis, D.I. and Vlahogianni, E.I. and Karlaftis, M.G.",
TITLE = "Improving short-term traffic forecasts:
To combine models or not to combine?",
JOURNAL = IET-ITS,
VOLUME = "9",
YEAR = "2015",
NUMBER = "2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187223"}
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AUTHOR = "Kehagias, D. and Salamanis, A. and Tzovaras, D.",
TITLE = "Speed pattern recognition technique for short-term traffic
forecasting based on traffic dynamics",
JOURNAL = IET-ITS,
VOLUME = "9",
YEAR = "2015",
NUMBER = "6",
PAGES = "646-653",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187224"}
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AUTHOR = "Fusco, G. and Colombaroni, C. and Isaenko, N.",
TITLE = "Comparative analysis of implicit models for real-time short-term
traffic predictions",
JOURNAL = IET-ITS,
VOLUME = "10",
YEAR = "2016",
NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187225"}
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AUTHOR = "Tan, H. and Wu, Y. and Shen, B. and Jin, P.J. and Ran, B.",
TITLE = "Short-Term Traffic Prediction Based on Dynamic Tensor Completion",
JOURNAL = ITS,
VOLUME = "17",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "2123-2133",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187226"}
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AUTHOR = "Zhang, W. and Tang, J. and Kristian, H. and Zou, Y. and Wang, Y.",
TITLE = "Hybrid short-term prediction of traffic volume at ferry terminal
based on data fusion",
JOURNAL = IET-ITS,
VOLUME = "10",
YEAR = "2016",
NUMBER = "8",
PAGES = "524-534",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187227"}
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AUTHOR = "Zheng, L. and Zhu, C. and Zhu, N. and He, T. and Dong, N. and Huang, H.",
TITLE = "Feature selection-based approach for urban short-term travel speed
prediction",
JOURNAL = IET-ITS,
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YEAR = "2018",
NUMBER = "6",
MONTH = "August",
PAGES = "474-484",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187228"}
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AUTHOR = "Sun, B. and Cheng, W. and Goswami, P. and Bai, G.H.",
TITLE = "Short-term traffic forecasting using self-adjusting k-nearest
neighbours",
JOURNAL = IET-ITS,
VOLUME = "12",
YEAR = "2018",
NUMBER = "1",
MONTH = "February",
PAGES = "41-48",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187229"}
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AUTHOR = "Ding, C. and Duan, J. and Zhang, Y. and Wu, X. and Yu, G.",
TITLE = "Using an ARIMA-GARCH Modeling Approach to Improve Subway Short-Term
Ridership Forecasting Accounting for Dynamic Volatility",
JOURNAL = ITS,
VOLUME = "19",
YEAR = "2018",
NUMBER = "4",
MONTH = "April",
PAGES = "1054-1064",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187230"}
@article{bb191823,
AUTHOR = "Cheng, S.F. and Lu, F. and Peng, P. and Wu, S.",
TITLE = "A Spatiotemporal Multi-View-Based Learning Method for Short-Term
Traffic Forecasting",
JOURNAL = IJGI,
VOLUME = "7",
YEAR = "2018",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187231"}
@article{bb191824,
AUTHOR = "Wang, X.X. and Xu, L.H.",
TITLE = "Wavelet-based short-term forecasting with improved threshold
recognition for urban expressway traffic conditions",
JOURNAL = IET-ITS,
VOLUME = "12",
YEAR = "2018",
NUMBER = "6",
MONTH = "August",
PAGES = "463-473",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187232"}
@article{bb191825,
AUTHOR = "Zhou, T. and Jiang, D.Z. and Lin, Z.Z. and Han, G.Q. and Xu, X.M. and Qin, J.",
TITLE = "Hybrid dual Kalman filtering model for short-term traffic flow
forecasting",
JOURNAL = IET-ITS,
VOLUME = "13",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "1023-1032",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187233"}
@article{bb191826,
AUTHOR = "Cui, Z.H. and Huang, B. and Dou, H.W. and Tan, G. and Zheng, S.Q. and Zhou, T.",
TITLE = "GSA-ELM: A hybrid learning model for short-term traffic flow
forecasting",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "1",
PAGES = "41-52",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187234"}
@article{bb191827,
AUTHOR = "Cai, L.R. and Chen, Q. and Cai, W.H. and Xu, X.M. and Zhou, T. and Qin, J.",
TITLE = "SVRGSA: a hybrid learning based model for short-term traffic flow
forecasting",
JOURNAL = IET-ITS,
VOLUME = "13",
YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "1348-1355",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187235"}
@article{bb191828,
AUTHOR = "Chen, X.Q.M. and Zhang, S.C. and Li, L.",
TITLE = "Multi-model ensemble for short-term traffic flow prediction under
normal and abnormal conditions",
JOURNAL = IET-ITS,
VOLUME = "13",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "260-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187236"}
@article{bb191829,
AUTHOR = "Diao, Z. and Zhang, D. and Wang, X. and Xie, K. and He, S. and Lu, X. and Li, Y.",
TITLE = "A Hybrid Model for Short-Term Traffic Volume Prediction in Massive
Transportation Systems",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "935-946",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187237"}
@article{bb191830,
AUTHOR = "Mackenzie, J. and Roddick, J.F. and Zito, R.",
TITLE = "An Evaluation of HTM and LSTM for Short-Term Arterial Traffic Flow
Prediction",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "5",
MONTH = "May",
PAGES = "1847-1857",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187238"}
@article{bb191831,
AUTHOR = "Feng, X. and Ling, X. and Zheng, H. and Chen, Z. and Xu, Y.",
TITLE = "Adaptive Multi-Kernel SVM With Spatial-Temporal Correlation for
Short-Term Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "2001-2013",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187239"}
@article{bb191832,
AUTHOR = "Zhu, Z. and Chen, X. and Zhang, X. and Zhang, L.",
TITLE = "Probabilistic Data Fusion for Short-Term Traffic Prediction With
Semiparametric Density Ratio Model",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "2459-2469",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187240"}
@article{bb191833,
AUTHOR = "Duan, P. and Mao, G. and Liang, W. and Zhang, D.",
TITLE = "A Unified Spatio-Temporal Model for Short-Term Traffic Flow
Prediction",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "3212-3223",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187241"}
@article{bb191834,
AUTHOR = "Ma, D.F. and Sheng, B. and Ma, X.L. and Jin, S.",
TITLE = "Fuzzy hybrid framework with dynamic weights for short-term traffic flow
prediction by mining spatio-temporal correlations",
JOURNAL = IET-ITS,
VOLUME = "14",
YEAR = "2020",
NUMBER = "2",
MONTH = "February",
PAGES = "73-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187242"}
@article{bb191835,
AUTHOR = "Gu, Y. and Lu, W. and Xu, X. and Qin, L. and Shao, Z. and Zhang, H.",
TITLE = "An Improved Bayesian Combination Model for Short-Term Traffic
Prediction With Deep Learning",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "3",
MONTH = "March",
PAGES = "1332-1342",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187243"}
@article{bb191836,
AUTHOR = "Han, L. and Huang, Y.S.",
TITLE = "Short-term traffic flow prediction of road network based on deep
learning",
JOURNAL = IET-ITS,
VOLUME = "14",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "495-503",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187244"}
@article{bb191837,
AUTHOR = "Tong, X.H. and Wang, R.J. and Shi, W.Z. and Li, Z.Y.",
TITLE = "An Approach for Filter Divergence Suppression in a Sequential Data
Assimilation System and Its Application in Short-Term Traffic Flow
Forecasting",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187245"}
@article{bb191838,
AUTHOR = "Li, Z. and Zheng, Z. and Washington, S.",
TITLE = "Short-Term Traffic Flow Forecasting: A Component-Wise Gradient
Boosting Approach With Hierarchical Reconciliation",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "5060-5072",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187246"}
@article{bb191839,
AUTHOR = "Wang, R.J. and Shi, W.Z. and Liu, X. and Li, Z.Y.",
TITLE = "An Adaptive Cutoff Frequency Selection Approach for Fast Fourier
Transform Method and Its Application into Short-Term Traffic Flow
Forecasting",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187247"}
@article{bb191840,
AUTHOR = "Zhang, Z. and Jiao, X.H.",
TITLE = "A deep network with analogous self-attention for short-term traffic
flow prediction",
JOURNAL = IET-ITS,
VOLUME = "15",
YEAR = "2021",
NUMBER = "7",
PAGES = "902-915",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187248"}
@article{bb191841,
AUTHOR = "Tao, Y.Y. and Wang, X. and Zheng, J.Y. and E, W.J. and Zhao, P. and Meng, S.W.",
TITLE = "Deep tree neural network for multiple-time-step prediction of
short-term speed and confidence estimation",
JOURNAL = IET-ITS,
VOLUME = "15",
YEAR = "2021",
NUMBER = "3",
PAGES = "446-462",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187249"}
@article{bb191842,
AUTHOR = "Tian, Z.",
TITLE = "Approach for Short-Term Traffic Flow Prediction Based on Empirical
Mode Decomposition and Combination Model Fusion",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "5566-5576",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187250"}
@article{bb191843,
AUTHOR = "Yu, Y.D. and Zhang, Y. and Qian, S. and Wang, S.F. and Hu, Y.L. and Yin, B.C.",
TITLE = "A Low Rank Dynamic Mode Decomposition Model for Short-Term Traffic
Flow Prediction",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "6547-6560",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187251"}
@article{bb191844,
AUTHOR = "Cheng, S. and Lu, F. and Peng, P.",
TITLE = "Short-Term Traffic Forecasting by Mining the Non-Stationarity of
Spatiotemporal Patterns",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "6365-6383",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187252"}
@article{bb191845,
AUTHOR = "Qu, Z.W. and Haitao, L. and Li, Z.H. and Tao, Z.",
TITLE = "Short-Term Traffic Flow Forecasting Method With M-B-LSTM Hybrid
Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "225-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187253"}
@article{bb191846,
AUTHOR = "Liu, J. and Wu, N.Q. and Qiao, Y. and Li, Z.W.",
TITLE = "Short-Term Traffic Flow Forecasting Using Ensemble Approach Based on
Deep Belief Networks",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "404-417",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187254"}
@article{bb191847,
AUTHOR = "Zhao, L. and Wen, X.Y. and Wang, Y.P. and Shao, Y.M.",
TITLE = "A novel hybrid model of ARIMA-MCC and CKDE-GARCH for urban short-term
traffic flow prediction",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "2",
PAGES = "206-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187255"}
@article{bb191848,
AUTHOR = "Sun, Z.Y. and Hu, Y.J. and Li, W. and Feng, S.W. and Pei, L.",
TITLE = "Prediction model for short-term traffic flow based on a K-means-gated
recurrent unit combination",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "5",
PAGES = "675-690",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187256"}
@article{bb191849,
AUTHOR = "Ma, C.X. and Dai, G. and Zhou, J.",
TITLE = "Short-Term Traffic Flow Prediction for Urban Road Sections Based on
Time Series Analysis and LSTM_BILSTM Method",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "5615-5624",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187257"}
@article{bb191850,
AUTHOR = "Cheng, Z.Y. and Lu, J. and Zhou, H.J. and Zhang, Y.B. and Zhang, L.",
TITLE = "Short-Term Traffic Flow Prediction: An Integrated Method of
Econometrics and Hybrid Deep Learning",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "5231-5244",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187258"}
@article{bb191851,
AUTHOR = "Fang, M.Y. and Tang, L. and Yang, X. and Chen, Y. and Li, C.K. and Li, Q.Q.",
TITLE = "FTPG: A Fine-Grained Traffic Prediction Method With Graph Attention
Network Using Big Trace Data",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "5163-5175",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187259"}
@article{bb191852,
AUTHOR = "Furtlehner, C. and Lasgouttes, J.M. and Attanasi, A. and Pezzulla, M. and Gentile, G.",
TITLE = "Short-Term Forecasting of Urban Traffic Using Spatio-Temporal Markov
Field",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "10858-10867",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187260"}
@article{bb191853,
AUTHOR = "Yan, H. and Qi, Y. and Ye, Q.L. and Yu, D.J.",
TITLE = "Robust Least Squares Twin Support Vector Regression With Adaptive FOA
and PSO for Short-Term Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "14542-14556",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187261"}
@article{bb191854,
AUTHOR = "Jin, J.C. and Rong, D.D. and Zhang, T. and Ji, Q.Y. and Guo, H.F. and Lv, Y.S. and Ma, X.L. and Wang, F.Y.",
TITLE = "A GAN-Based Short-Term Link Traffic Prediction Approach for Urban
Road Networks Under a Parallel Learning Framework",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "16185-16196",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187262"}
@article{bb191855,
AUTHOR = "Tao, Q.H. and Li, Z. and Xu, J. and Lin, S. and de Schutter, B. and Suykens, J.A.K.",
TITLE = "Short-Term Traffic Flow Prediction Based on the Efficient Hinging
Hyperplanes Neural Network",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "15616-15628",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187263"}
@article{bb191856,
AUTHOR = "Zhang, Y. and Xin, D.R.",
TITLE = "A Diverse Ensemble Deep Learning Method for Short-Term Traffic Flow
Prediction Based on Spatiotemporal Correlations",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "16715-16727",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187264"}
@article{bb191857,
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-f724sttfpre3.html#TT187265"}
@article{bb191858,
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-f724sttfpre3.html#TT187266"}
@article{bb191859,
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-f724sttfpre3.html#TT187267"}
@article{bb191860,
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-f724sttfpre3.html#TT187268"}
@article{bb191861,
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-f724sttfpre3.html#TT187269"}
@article{bb191862,
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-f724sttfpre3.html#TT187270"}
@article{bb191863,
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-f724sttfpre3.html#TT187271"}
@article{bb191864,
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-f724sttfpre3.html#TT187272"}
@article{bb191865,
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",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "2",
PAGES = "244-257",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187273"}
@article{bb191866,
AUTHOR = "Yan, X. and Gan, X.H. and Tang, J.J. and Zhang, D.P. and Wang, R.",
TITLE = "ProSTformer: Progressive Space-Time Self-Attention Model for
Short-Term Traffic Flow Forecasting",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "10802-10816",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187274"}
@article{bb191867,
AUTHOR = "Wang, H.X. and Wang, Z.W. and Li, L. and Yang, K.K. and Zeng, J.X. and Zhao, Y.B. and Zhang, J.",
TITLE = "SARO-MB3-BiGRU: A novel model for short-term traffic flow forecasting
in the context of big data",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "11",
PAGES = "2097-2113",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187275"}
@article{bb191868,
AUTHOR = "Liu, L. and Duan, P. and Chen, Z. and Zhang, J.H. and Feng, S.Y. and Yue, W.W. and Wang, Y. and Rong, J.",
TITLE = "Spatiotemporal Generalization Graph Neural Network-Based Prediction
Models by Considering Morphological Diversity in Traffic Networks",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "9993-10007",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187276"}
@article{bb191869,
AUTHOR = "Xu, C.C. and Shao, Y.C. and Ma, C.X. and Han, M. and Tong, H. and Peng, C.",
TITLE = "A Geometric Deep Learning Approach to Traffic Flow Shockwave
Prediction on Freeways Using Vehicle Trajectory Data and HD Map",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "9907-9917",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187277"}
@inproceedings{bb191870,
AUTHOR = "Li, Y. and Ren, Q.Q. and Jin, H. and Han, M.",
TITLE = "LSTN:Long Short-Term Traffic Flow Forecasting with Transformer
Networks",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4793-4800",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187278"}
@inproceedings{bb191871,
AUTHOR = "Mallick, T. and Balaprakash, P. and Rask, E. and Macfarlane, J.",
TITLE = "Transfer Learning with Graph Neural Networks for Short-Term Highway
Traffic Forecasting",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "10367-10374",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187279"}
@inproceedings{bb191872,
AUTHOR = "Li, Q. and Wang, H.",
TITLE = "Elman short-term traffic flow prediction model based on association
rules",
BOOKTITLE = CVIDL20,
YEAR = "2020",
PAGES = "673-678",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187280"}
@inproceedings{bb191873,
AUTHOR = "Liu, D. and Hui, S. and Li, L. and Liu, Z. and Zhang, Z.",
TITLE = "A Method For Short-Term Traffic Flow Forecasting Based On GCN-LSTM",
BOOKTITLE = CVIDL20,
YEAR = "2020",
PAGES = "364-368",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724sttfpre3.html#TT187281"}
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AUTHOR = "Qu, L. and Li, L. and Zhang, Y. and Hu, J.",
TITLE = "PPCA-Based Missing Data Imputation for Traffic Flow Volume:
A Systematical Approach",
JOURNAL = ITS,
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YEAR = "2009",
NUMBER = "3",
MONTH = "September",
PAGES = "512-522",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187282"}
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AUTHOR = "Tak, S. and Woo, S. and Yeo, H.",
TITLE = "Data-Driven Imputation Method for Traffic Data in Sectional Units of
Road Links",
JOURNAL = ITS,
VOLUME = "17",
YEAR = "2016",
NUMBER = "6",
MONTH = "June",
PAGES = "1762-1771",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187283"}
@article{bb191876,
AUTHOR = "Li, L.C. and Zhang, J. and Yang, F. and Ran, B.",
TITLE = "Robust and flexible strategy for missing data imputation in intelligent
transportation system",
JOURNAL = IET-ITS,
VOLUME = "12",
YEAR = "2018",
NUMBER = "2",
MONTH = "March",
PAGES = "151-157",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187284"}
@article{bb191877,
AUTHOR = "Zhuang, Y.F. and Ke, R.M. and Wang, Y.H.",
TITLE = "Innovative method for traffic data imputation based on convolutional
neural network",
JOURNAL = IET-ITS,
VOLUME = "13",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "605-613",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187285"}
@article{bb191878,
AUTHOR = "Rodrigues, F. and Henrickson, K. and Pereira, F.C.",
TITLE = "Multi-Output Gaussian Processes for Crowdsourced Traffic Data
Imputation",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "594-603",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187286"}
@article{bb191879,
AUTHOR = "Wang, S. and Mao, G.",
TITLE = "Missing Data Estimation for Traffic Volume by Searching an Optimum
Closed Cut in Urban Networks",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "75-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187287"}
@article{bb191880,
AUTHOR = "Li, L. and Zhang, J. and Wang, Y. and Ran, B.",
TITLE = "Missing Value Imputation for Traffic-Related Time Series Data Based
on a Multi-View Learning Method",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "2933-2943",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187288"}
@article{bb191881,
AUTHOR = "Chen, Y. and Lv, Y. and Wang, F.",
TITLE = "Traffic Flow Imputation Using Parallel Data and Generative
Adversarial Networks",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "1624-1630",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187289"}
@article{bb191882,
AUTHOR = "Wang, S. and Mao, G.",
TITLE = "Fundamental Limits of Missing Traffic Data Estimation in Urban
Networks",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "3",
MONTH = "March",
PAGES = "1191-1203",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187290"}
@article{bb191883,
AUTHOR = "Lu, W.Q. and Zhou, T. and Li, L.H. and Gu, Y.L. and Rui, Y.K. and Ran, B.",
TITLE = "An improved tucker decomposition-based imputation method for
recovering lane-level missing values in traffic data",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "3",
PAGES = "363-379",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187291"}
@article{bb191884,
AUTHOR = "Liu, J.L. and Ong, G.P. and Chen, X.",
TITLE = "GraphSAGE-Based Traffic Speed Forecasting for Segment Network With
Sparse Data",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "1755-1766",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187292"}
@article{bb191885,
AUTHOR = "Joelianto, E. and Fathurrahman, M.F. and Sutarto, H.Y. and Semanjski, I. and Putri, A. and Gautama, S.",
TITLE = "Analysis of Spatiotemporal Data Imputation Methods for Traffic Flow
Data in Urban Networks",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187293"}
@article{bb191886,
AUTHOR = "Wang, S.F. and Zhao, Y.B. and Zhang, Y. and Hu, Y.L. and Yin, B.C.",
TITLE = "Spatiotemporal traffic data imputation via tensorial weighted
Schatten-p norm minimization",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "7",
PAGES = "926-939",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187294"}
@article{bb191887,
AUTHOR = "Lei, M.Y. and Labbe, A. and Wu, Y.K. and Sun, L.J.",
TITLE = "Bayesian Kernelized Matrix Factorization for Spatiotemporal Traffic
Data Imputation and Kriging",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "18962-18974",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187295"}
@article{bb191888,
AUTHOR = "Zhu, Y.T. and Wang, J. and Wang, J. and He, Z.C.",
TITLE = "Multitask Neural Tensor Factorization for Road Traffic Speed-Volume
Correlation Pattern Learning and Joint Imputation",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "24550-24560",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187296"}
@article{bb191889,
AUTHOR = "Zhang, X.Y. and Zhang, Y. and Wei, X. and Hu, Y.L. and Yin, B.C.",
TITLE = "Traffic forecasting with missing data via low rank dynamic mode
decomposition of tensor",
JOURNAL = IET-ITS,
VOLUME = "16",
YEAR = "2022",
NUMBER = "9",
PAGES = "1164-1176",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187297"}
@article{bb191890,
AUTHOR = "Zhang, W.B. and Zhang, P. and Yu, Y.H. and Li, X.Y. and Biancardo, S.A. and Zhang, J.Y.",
TITLE = "Missing Data Repairs for Traffic Flow With Self-Attention Generative
Adversarial Imputation Net",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "7919-7930",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187298"}
@article{bb191891,
AUTHOR = "Ben Said, A. and Erradi, A.",
TITLE = "Spatiotemporal Tensor Completion for Improved Urban Traffic
Imputation",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "6836-6849",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187299"}
@article{bb191892,
AUTHOR = "Xing, J.P. and Liu, R.H. and Anish, K. and Liu, Z.Y.",
TITLE = "A Customized Data Fusion Tensor Approach for Interval-Wise Missing
Network Volume Imputation",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "12107-12122",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187300"}
@article{bb191893,
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-f724misstf3.html#TT187301"}
@article{bb191894,
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-f724misstf3.html#TT187302"}
@article{bb191895,
AUTHOR = "Cai, L. and Sha, C. and He, J. and Yao, S.W.",
TITLE = "Spatial-Temporal Data Imputation Model of Traffic Passenger
Flow Based on Grid Division",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187303"}
@article{bb191896,
AUTHOR = "Cai, S. and Liu, G. and He, J. and Du, Y. and Si, Z.C. and Jiang, Y.H.",
TITLE = "Temporal-Spatial Traffic Flow Prediction Model Based on Prompt
Learning",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "1",
PAGES = "11",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187304"}
@article{bb191897,
AUTHOR = "Wu, P.L. and Ding, M. and Zheng, Y.B.",
TITLE = "Spatiotemporal traffic data imputation by synergizing low tensor ring
rank and nonlocal subspace regularization",
JOURNAL = IET-ITS,
VOLUME = "17",
YEAR = "2023",
NUMBER = "9",
PAGES = "1908-1923",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187305"}
@article{bb191898,
AUTHOR = "Su, X. and Sun, W.J. and Song, C. and Cai, Z. and Guo, L.M.",
TITLE = "A Latent-Factor-Model-Based Approach for Traffic Data Imputation with
Road Network Information",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "9",
PAGES = "378",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187306"}
@article{bb191899,
AUTHOR = "Zeng, Z. and Liu, B. and Feng, J. and Yang, X.L.",
TITLE = "Low-Rank Tensor and Hybrid Smoothness Regularization-Based Approach
for Traffic Data Imputation With Multimodal Missing",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "13014-13026",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724misstf3.html#TT187307"}
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