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JOURNAL = ITS,
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MONTH = "March",
PAGES = "60-69",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175688"}
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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,
VOLUME = "10",
YEAR = "2009",
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MONTH = "June",
PAGES = "246-254",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175689"}
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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-f724tfpre2.html#TT175690"}
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AUTHOR = "Sun, S. and Xu, X.",
TITLE = "Variational Inference for Infinite Mixtures of Gaussian Processes With
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JOURNAL = ITS,
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PAGES = "466-475",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175691"}
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AUTHOR = "Ramezani, A. and Moshiri, B. and Abdulhai, B. and Kian, A.R.",
TITLE = "Distributed maximum likelihood estimation for flow and speed density
prediction in distributed traffic detectors with gaussian mixture model
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YEAR = "2012",
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PAGES = "215-222",
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AUTHOR = "Chang, H. and Lee, Y. and Yoon, B. and Baek, S.",
TITLE = "Dynamic near-term traffic flow prediction:
systemoriented approach based on past experiences",
JOURNAL = IET-ITS,
VOLUME = "6",
YEAR = "2012",
NUMBER = "2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175693"}
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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-f724tfpre2.html#TT175694"}
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AUTHOR = "Chen, C. and Liu, Z. and Lin, W.H. and Li, S. and Wang, K.",
TITLE = "Distributed Modeling in a MapReduce Framework for Data-Driven Traffic
Flow Forecasting",
JOURNAL = ITS,
VOLUME = "14",
YEAR = "2013",
NUMBER = "1",
MONTH = "March",
PAGES = "22-33",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175695"}
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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-f724tfpre2.html#TT175696"}
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AUTHOR = "Kong, Q.J. and Xu, Y. and Lin, S. and Wen, D. and Zhu, F. and Liu, Y.C.",
TITLE = "UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation
Management Systems",
JOURNAL = ITS,
VOLUME = "14",
YEAR = "2013",
NUMBER = "3",
PAGES = "1541-1547",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175697"}
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AUTHOR = "Xu, Y.Y. and Kong, Q.J. and Klette, R. and Liu, Y.C.",
TITLE = "Accurate and Interpretable Bayesian MARS for Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "15",
YEAR = "2014",
NUMBER = "6",
MONTH = "December",
PAGES = "2457-2469",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175698"}
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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-f724tfpre2.html#TT175699"}
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AUTHOR = "Wang, Y.B. and van Schuppen, J.H. and Vrancken, J.",
TITLE = "Prediction of Traffic Flow at the Boundary of a Motorway Network",
JOURNAL = ITS,
VOLUME = "15",
YEAR = "2014",
NUMBER = "1",
MONTH = "February",
PAGES = "214-227",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175700"}
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TITLE = "Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction",
JOURNAL = ITS,
VOLUME = "15",
YEAR = "2014",
NUMBER = "2",
MONTH = "April",
PAGES = "794-804",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175701"}
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AUTHOR = "Bonnin, S. and Weisswange, T.H. and Kummert, F. and Schmuedderich, J.",
TITLE = "General Behavior Prediction by a Combination of Scenario-Specific
Models",
JOURNAL = ITS,
VOLUME = "15",
YEAR = "2014",
NUMBER = "4",
MONTH = "August",
PAGES = "1478-1488",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175702"}
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AUTHOR = "Tahmasbi, R. and Hashemi, S.M.",
TITLE = "Modeling and Forecasting the Urban Volume Using Stochastic
Differential Equations",
JOURNAL = ITS,
VOLUME = "15",
YEAR = "2014",
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MONTH = "February",
PAGES = "250-259",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175703"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175704"}
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AUTHOR = "Lopes, S.B. and Brondino, N.C.M. and Rodrigues da Silva, A.N.",
TITLE = "GIS-Based Analytical Tools for Transport Planning:
Spatial Regression Models for Transportation Demand Forecast",
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AUTHOR = "Tselentis, D.I. and Vlahogianni, E.I. and Karlaftis, M.G.",
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To combine models or not to combine?",
JOURNAL = IET-ITS,
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AUTHOR = "Hou, Y. and Edara, P. and Sun, C.",
TITLE = "Traffic Flow Forecasting for Urban Work Zones",
JOURNAL = ITS,
VOLUME = "16",
YEAR = "2015",
NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175707"}
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AUTHOR = "Kehagias, D. and Salamanis, A. and Tzovaras, D.",
TITLE = "Speed pattern recognition technique for short-term traffic
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JOURNAL = IET-ITS,
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YEAR = "2015",
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@article{bb180221,
AUTHOR = "Abadi, A. and Rajabioun, T. and Ioannou, P.A.",
TITLE = "Traffic Flow Prediction for Road Transportation Networks With Limited
Traffic Data",
JOURNAL = ITS,
VOLUME = "16",
YEAR = "2015",
NUMBER = "2",
MONTH = "April",
PAGES = "653-662",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175709"}
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AUTHOR = "Lv, Y.S. and Duan, Y.J. and Kang, W.W. and Li, Z.X. and Wang, F.Y.",
TITLE = "Traffic Flow Prediction With Big Data: A Deep Learning Approach",
JOURNAL = ITS,
VOLUME = "16",
YEAR = "2015",
NUMBER = "2",
MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175710"}
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AUTHOR = "Du, W.B. and Chen, S.W. and Li, H.T. and Li, Z.S. and Cao, X.B. and Lv, Y.S.",
TITLE = "Airport Capacity Prediction With Multisource Features:
A Temporal Deep Learning Approach",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
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MONTH = "January",
PAGES = "615-630",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175711"}
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AUTHOR = "Chen, Y. and Lv, Y. and Wang, X. and Li, L. and Wang, F.",
TITLE = "Detecting Traffic Information From Social Media Texts With Deep
Learning Approaches",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "3049-3058",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175712"}
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AUTHOR = "Oh, S.D. and Kim, Y.J. and Hong, J.S.",
TITLE = "Urban Traffic Flow Prediction System Using a Multifactor Pattern
Recognition Model",
JOURNAL = ITS,
VOLUME = "16",
YEAR = "2015",
NUMBER = "5",
MONTH = "October",
PAGES = "2744-2755",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175713"}
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AUTHOR = "Dell'Acqua, P. and Bellotti, F. and Berta, R. and de Gloria, A.",
TITLE = "Time-Aware Multivariate Nearest Neighbor Regression Methods for
Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "16",
YEAR = "2015",
NUMBER = "6",
MONTH = "December",
PAGES = "3393-3402",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175714"}
@article{bb180227,
AUTHOR = "Oh, S. and Byon, Y.J. and Yeo, H.",
TITLE = "Improvement of Search Strategy With K-Nearest Neighbors Approach for
Traffic State Prediction",
JOURNAL = ITS,
VOLUME = "17",
YEAR = "2016",
NUMBER = "4",
MONTH = "April",
PAGES = "1146-1156",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175715"}
@article{bb180228,
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",
PAGES = "270-278",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175716"}
@article{bb180229,
AUTHOR = "Hou, Z. and Li, X.",
TITLE = "Repeatability and Similarity of Freeway Traffic Flow and Long-Term
Prediction Under Big Data",
JOURNAL = ITS,
VOLUME = "17",
YEAR = "2016",
NUMBER = "6",
MONTH = "June",
PAGES = "1786-1796",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175717"}
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AUTHOR = "Zhao, J. and Sun, S.",
TITLE = "High-Order Gaussian Process Dynamical Models for Traffic Flow
Prediction",
JOURNAL = ITS,
VOLUME = "17",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175718"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175719"}
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AUTHOR = "Zhang, W. and Tang, J. and Kristian, H. and Zou, Y. and Wang, Y.",
TITLE = "Hybrid short-term prediction of traffic volume at ferry terminal
based on data fusion",
JOURNAL = IET-ITS,
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YEAR = "2016",
NUMBER = "8",
PAGES = "524-534",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175720"}
@article{bb180233,
AUTHOR = "Abbasi, O.R. and Alesheikh, A.A. and Sharif, M.",
TITLE = "Ranking the City: The Role of Location-Based Social Media Check-Ins
in Collective Human Mobility Prediction",
JOURNAL = IJGI,
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YEAR = "2017",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175721"}
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AUTHOR = "Tang, J. and Liu, F. and Zou, Y. and Zhang, W. and Wang, Y.",
TITLE = "An Improved Fuzzy Neural Network for Traffic Speed Prediction
Considering Periodic Characteristic",
JOURNAL = ITS,
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YEAR = "2017",
NUMBER = "9",
MONTH = "September",
PAGES = "2340-2350",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175722"}
@article{bb180235,
AUTHOR = "Xiao, Z. and Ponnambalam, L. and Fu, X. and Zhang, W.",
TITLE = "Maritime Traffic Probabilistic Forecasting Based on Vessels-Waterway
Patterns and Motion Behaviors",
JOURNAL = ITS,
VOLUME = "18",
YEAR = "2017",
NUMBER = "11",
MONTH = "November",
PAGES = "3122-3134",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175723"}
@article{bb180236,
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",
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PAGES = "474-484",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175724"}
@article{bb180237,
AUTHOR = "Zhang, Y. and Huang, G.",
TITLE = "traffic flow prediction model based on deep belief network and genetic
algorithm",
JOURNAL = IET-ITS,
VOLUME = "12",
YEAR = "2018",
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PAGES = "533-541",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175725"}
@article{bb180238,
AUTHOR = "Zhang, D. and Kabuka, M.R.",
TITLE = "Combining weather condition data to predict traffic flow:
A GRU-based deep learning approach",
JOURNAL = IET-ITS,
VOLUME = "12",
YEAR = "2018",
NUMBER = "7",
MONTH = "September",
PAGES = "578-585",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175726"}
@article{bb180239,
AUTHOR = "Besse, P.C. and Guillouet, B. and Loubes, J.M. and Royer, F.",
TITLE = "Destination Prediction by Trajectory Distribution-Based Model",
JOURNAL = ITS,
VOLUME = "19",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "2470-2481",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175727"}
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AUTHOR = "Huang, W. and Jia, W. and Guo, J. and Williams, B.M. and Shi, G. and Wei, Y. and Cao, J.",
TITLE = "Real-Time Prediction of Seasonal Heteroscedasticity in Vehicular
Traffic Flow Series",
JOURNAL = ITS,
VOLUME = "19",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "3170-3180",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175728"}
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AUTHOR = "Maeda, T.N. and Mori, J. and Ochi, M. and Sakimoto, T. and Sakata, I.",
TITLE = "Measurement of Opportunity Cost of Travel Time for Predicting Future
Residential Mobility Based on the Smart Card Data of Public
Transportation",
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NUMBER = "11",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175729"}
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AUTHOR = "Zhan, H. and Gomes, G. and Li, X.S. and Madduri, K. and Sim, A. and Wu, K.",
TITLE = "Consensus Ensemble System for Traffic Flow Prediction",
JOURNAL = ITS,
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YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "3903-3914",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175730"}
@article{bb180243,
AUTHOR = "Xue, Z.L. and Xue, Y.",
TITLE = "Multi Long-Short Term Memory Models for Short Term Traffic Flow
Prediction",
JOURNAL = IEICE,
VOLUME = "E101-D",
YEAR = "2018",
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PAGES = "3272-3275",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175731"}
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AUTHOR = "Sun, B. and Cheng, W. and Goswami, P. and Bai, G.H.",
TITLE = "Short-term traffic forecasting using self-adjusting k-nearest
neighbours",
JOURNAL = IET-ITS,
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YEAR = "2018",
NUMBER = "1",
MONTH = "February",
PAGES = "41-48",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175732"}
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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",
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YEAR = "2018",
NUMBER = "4",
MONTH = "April",
PAGES = "1054-1064",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175733"}
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AUTHOR = "Cheng, S.F. and Lu, F. and Peng, P. and Wu, S.",
TITLE = "A Spatiotemporal Multi-View-Based Learning Method for Short-Term
Traffic Forecasting",
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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-f724tfpre2.html#TT175735"}
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AUTHOR = "Zhou, T. and Jiang, D.Z. and Lin, Z.Z. and Han, G.Q. and Xu, X.M. and Qin, J.",
TITLE = "Hybrid dual Kalman filtering model for short-term traffic flow
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TITLE = "GSA-ELM: A hybrid learning model for short-term traffic flow
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YEAR = "2022",
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TITLE = "SVRGSA: a hybrid learning based model for short-term traffic flow
forecasting",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175738"}
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AUTHOR = "Guo, S.N. and Lin, Y.F. and Li, S.J. and Chen, Z.M. and Wan, H.Y.",
TITLE = "Deep Spatial-Temporal 3D Convolutional Neural Networks for Traffic
Data Forecasting",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175739"}
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AUTHOR = "Zhao, Y.J. and Lin, Y.F. and Wen, H.M. and Wei, T.L. and Jin, X.Y. and Wan, H.Y.",
TITLE = "Spatial-Temporal Position-Aware Graph Convolution Networks for
Traffic Flow Forecasting",
JOURNAL = ITS,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175740"}
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AUTHOR = "Song, Y. and Wang, X. and Wright, G. and Thatcher, D. and Wu, P. and Felix, P.",
TITLE = "Traffic Volume Prediction With Segment-Based Regression Kriging and
its Implementation in Assessing the Impact of Heavy Vehicles",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
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MONTH = "January",
PAGES = "232-243",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175741"}
@article{bb180254,
AUTHOR = "Chu, K. and Saigal, R. and Saitou, K.",
TITLE = "Real-Time Traffic Prediction and Probing Strategy for Lagrangian
Traffic Data",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "497-506",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175742"}
@article{bb180255,
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-f724tfpre2.html#TT175743"}
@article{bb180256,
AUTHOR = "Pamula, T.",
TITLE = "Impact of Data Loss for Prediction of Traffic Flow on an Urban Road
Using Neural Networks",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "1000-1009",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175744"}
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AUTHOR = "Diao, Z. and Zhang, D. and Wang, X. and Xie, K. and He, S. and Lu, X. and Li, Y.",
TITLE = "A Hybrid Model for Short-Term Traffic Volume Prediction in Massive
Transportation Systems",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "935-946",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175745"}
@article{bb180258,
AUTHOR = "Ghanim, M.S. and Abu Lebdeh, G.",
TITLE = "Projected state-wide traffic forecast parameters using artificial
neural networks",
JOURNAL = IET-ITS,
VOLUME = "13",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "661-669",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175746"}
@article{bb180259,
AUTHOR = "Chen, X. and Zhang, S. and Li, L. and Li, L.",
TITLE = "Adaptive Rolling Smoothing With Heterogeneous Data for Traffic State
Estimation and Prediction",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "1247-1258",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175747"}
@article{bb180260,
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-f724tfpre2.html#TT175748"}
@article{bb180261,
AUTHOR = "Lin, Y. and Dai, X. and Li, L. and Wang, F.",
TITLE = "Pattern Sensitive Prediction of Traffic Flow Based on Generative
Adversarial Framework",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "2395-2400",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175749"}
@article{bb180262,
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-f724tfpre2.html#TT175750"}
@article{bb180263,
AUTHOR = "Ganapathy, J. and Paramasivam, J.",
TITLE = "Prediction of traffic volume by mining traffic sequences using travel
time based PrefixSpan",
JOURNAL = IET-ITS,
VOLUME = "13",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "1199-1210",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175751"}
@article{bb180264,
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-f724tfpre2.html#TT175752"}
@article{bb180265,
AUTHOR = "Yang, D. and Li, S.J. and Peng, Z. and Wang, P. and Wang, J.H. and Yang, H.M.",
TITLE = "MF-CNN: Traffic Flow Prediction Using Convolutional Neural Network and
Multi-Features Fusion",
JOURNAL = IEICE,
VOLUME = "E102-D",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "1526-1536",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175753"}
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AUTHOR = "Liu, Y. and Liu, Z. and Li, X.G. and Huang, W. and Wei, Y. and Cao, J. and Guo, J.H.",
TITLE = "Dynamic traffic demand uncertainty prediction using radio-frequency
identification data and link volume data",
JOURNAL = IET-ITS,
VOLUME = "13",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "1309-1317",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175754"}
@article{bb180267,
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-f724tfpre2.html#TT175755"}
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AUTHOR = "Zheng, Z. and Yang, Y. and Liu, J. and Dai, H. and Zhang, Y.",
TITLE = "Deep and Embedded Learning Approach for Traffic Flow Prediction in
Urban Informatics",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "3927-3939",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175756"}
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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,
VOLUME = "14",
YEAR = "2020",
NUMBER = "2",
MONTH = "February",
PAGES = "73-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175757"}
@article{bb180270,
AUTHOR = "Chang, B. and Chiou, J.",
TITLE = "Cloud Computing-Based Analyses to Predict Vehicle Driving Shockwave
for Active Safe Driving in Intelligent Transportation System",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "2",
MONTH = "February",
PAGES = "852-866",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175758"}
@article{bb180271,
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-f724tfpre2.html#TT175759"}
@article{bb180272,
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-f724tfpre2.html#TT175760"}
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AUTHOR = "Zheng, C.P. and Fan, X.L. and Wen, C.L. and Chen, L.B. and Wang, C. and Li, J.",
TITLE = "DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context
Factors for Citywide Traffic Flow Prediction",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "3744-3755",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175761"}
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AUTHOR = "Zhao, L. and Song, Y.J. and Zhang, C. and Liu, Y. and Wang, P. and Lin, T. and Deng, M. and Li, H.F.",
TITLE = "T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "3848-3858",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175762"}
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AUTHOR = "Bai, J.D. and Zhu, J.W. and Song, Y.J. and Zhao, L. and Hou, Z.X. and Du, R.H. and Li, H.F.",
TITLE = "A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic
Forecasting",
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NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175763"}
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AUTHOR = "Zhu, J.W. and Han, X. and Deng, H. and Tao, C. and Zhao, L. and Wang, P. and Lin, T. and Li, H.F.",
TITLE = "KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional
Network for Traffic Forecasting",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "15055-15065",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175764"}
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AUTHOR = "Sun, B. and Sun, T. and Zhang, Y.J. and Jiao, P.P.",
TITLE = "Urban traffic flow online prediction based on multi-component attention
mechanism",
JOURNAL = IET-ITS,
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YEAR = "2020",
NUMBER = "10",
MONTH = "October",
PAGES = "1249-1258",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175765"}
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AUTHOR = "Xu, D.W. and Peng, P. and Wei, C.C. and He, D.F. and Xuan, Q.",
TITLE = "Road traffic network state prediction based on a generative adversarial
network",
JOURNAL = IET-ITS,
VOLUME = "14",
YEAR = "2020",
NUMBER = "10",
MONTH = "October",
PAGES = "1286-1294",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175766"}
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AUTHOR = "Tong, X.H. and Wang, R.J. and Shi, W.Z. and Li, Z.Y.",
TITLE = "An Approach for Filter Divergence Suppression in a Sequential Data
Assimilation System and Its Application in Short-Term Traffic Flow
Forecasting",
JOURNAL = IJGI,
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NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175767"}
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AUTHOR = "Cui, Z. and Henrickson, K. and Ke, R. and Wang, Y.",
TITLE = "Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning
Framework for Network-Scale Traffic Learning and Forecasting",
JOURNAL = ITS,
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MONTH = "November",
PAGES = "4883-4894",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175768"}
@article{bb180281,
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",
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MONTH = "December",
PAGES = "5060-5072",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175769"}
@article{bb180282,
AUTHOR = "Zhang, Y. and Wang, S. and Chen, B. and Cao, J. and Huang, Z.",
TITLE = "TrafficGAN: Network-Scale Deep Traffic Prediction With Generative
Adversarial Nets",
JOURNAL = ITS,
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MONTH = "January",
PAGES = "219-230",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175770"}
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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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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175771"}
@article{bb180284,
AUTHOR = "Zhou, L. and Zhang, S. and Yu, J. and Chen, X.",
TITLE = "Spatial-Temporal Deep Tensor Neural Networks for Large-Scale Urban
Network Speed Prediction",
JOURNAL = ITS,
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PAGES = "3718-3729",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175772"}
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AUTHOR = "Guo, K. and Hu, Y.L. and Qian, Z. and Liu, H. and Zhang, K. and Sun, Y.F. and Gao, J.B. and Yin, B.C.",
TITLE = "Optimized Graph Convolution Recurrent Neural Network for Traffic
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175773"}
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AUTHOR = "Sun, Y.F. and Jiang, X.H. and Hu, Y.L. and Duan, F.Q. and Guo, K. and Wang, B.Y. and Gao, J.B. and Yin, B.C.",
TITLE = "Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic
Prediction",
JOURNAL = ITS,
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YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "23680-23693",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175774"}
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AUTHOR = "Low, R. and Cheah, L. and You, L.",
TITLE = "Commercial Vehicle Activity Prediction With Imbalanced Class
Distribution Using a Hybrid Sampling and Gradient Boosting Approach",
JOURNAL = ITS,
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MONTH = "March",
PAGES = "1401-1410",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175775"}
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AUTHOR = "Wang, Y. and Yu, X. and Zhang, S. and Zheng, P. and Guo, J. and Zhang, L. and Hu, S. and Cheng, S. and Wei, H.",
TITLE = "Freeway Traffic Control in Presence of Capacity Drop",
JOURNAL = ITS,
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NUMBER = "3",
MONTH = "March",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175776"}
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AUTHOR = "Ma, D.F. and Song, X. and Li, P.",
TITLE = "Daily Traffic Flow Forecasting Through a Contextual Convolutional
Recurrent Neural Network Modeling Inter- and Intra-Day Traffic
Patterns",
JOURNAL = ITS,
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MONTH = "May",
PAGES = "2627-2636",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175777"}
@article{bb180290,
AUTHOR = "Jia, T. and Yan, P.G.",
TITLE = "Predicting Citywide Road Traffic Flow Using Deep Spatiotemporal
Neural Networks",
JOURNAL = ITS,
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PAGES = "3101-3111",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175778"}
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AUTHOR = "Yan, P.G. and Jia, T.",
TITLE = "Predicting Citywide Road Traffic Flow Using Deep Spatiotemporal
Neural Networks",
JOURNAL = ITS,
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YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175778"}
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AUTHOR = "Lv, M.Q. and Hong, Z.X. and Chen, L. and Chen, T.M. and Zhu, T.T. and Ji, S.",
TITLE = "Temporal Multi-Graph Convolutional Network for Traffic Flow
Prediction",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175779"}
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AUTHOR = "Chen, L. and Shao, W. and Lv, M.Q. and Chen, W.Q. and Zhang, Y.D. and Yang, C.H.",
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Traffic Flow Prediction Considering Multiple Dynamic Factors",
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PAGES = "17201-17211",
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AUTHOR = "Chen, C. and Liu, Z.Y. and Wan, S.H. and Luan, J.T. and Pei, Q.Q.",
TITLE = "Traffic Flow Prediction Based on Deep Learning in Internet of
Vehicles",
JOURNAL = ITS,
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YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "3776-3789",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175781"}
@article{bb180295,
AUTHOR = "Bhanu, M. and Mendes Moreira, J. and Chandra, J.",
TITLE = "Embedding Traffic Network Characteristics Using Tensor for Improved
Traffic Prediction",
JOURNAL = ITS,
VOLUME = "22",
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NUMBER = "6",
MONTH = "June",
PAGES = "3359-3371",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175782"}
@article{bb180296,
AUTHOR = "Chen, M. and Zuo, Y.X. and Jia, X.Y. and Liu, Y. and Yu, X.H. and Zheng, K.",
TITLE = "CEM: A Convolutional Embedding Model for Predicting Next Locations",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "3349-3358",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175783"}
@article{bb180297,
AUTHOR = "Zhang, Z. and Jiao, X.H.",
TITLE = "A deep network with analogous self-attention for short-term traffic
flow prediction",
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YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175784"}
@article{bb180298,
AUTHOR = "Liu, J. and Wu, N.Q. and Qiao, Y. and Li, Z.W.",
TITLE = "A scientometric review of research on traffic forecasting in
transportation",
JOURNAL = IET-ITS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175785"}
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AUTHOR = "Tao, Y.Y. and Wang, X. and Zheng, J.Y. and E, W.J. and Zhao, P. and Meng, S.W.",
TITLE = "Deep tree neural network for multiple-time-step prediction of
short-term speed and confidence estimation",
JOURNAL = IET-ITS,
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YEAR = "2021",
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PAGES = "446-462",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT175786"}
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