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"13", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "661-669", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145911"} @article{bb150158, 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#TT145912"} @article{bb150159, 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#TT145913"} @article{bb150160, 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#TT145914"} @article{bb150161, 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#TT145915"} @article{bb150162, 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#TT145916"} @article{bb150163, 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#TT145917"} @article{bb150164, 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#TT145918"} @article{bb150165, 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#TT145919"} @article{bb150166, 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#TT145920"} @article{bb150167, 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#TT145921"} @article{bb150168, 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#TT145922"} @article{bb150169, 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#TT145923"} @article{bb150170, 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#TT145924"} @article{bb150171, 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#TT145925"} @article{bb150172, 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#TT145926"} @article{bb150173, 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#TT145927"} @article{bb150174, 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", JOURNAL = IJGI, VOLUME = "10", YEAR = "2021", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145928"} @article{bb150175, 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, VOLUME = "14", YEAR = "2020", NUMBER = "10", MONTH = "October", PAGES = "1249-1258", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145929"} @article{bb150176, 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#TT145930"} @article{bb150177, 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-f724tfpre2.html#TT145931"} @article{bb150178, 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, VOLUME = "21", YEAR = "2020", NUMBER = "11", MONTH = "November", PAGES = "4883-4894", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145932"} @article{bb150179, 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-f724tfpre2.html#TT145933"} @article{bb150180, 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, VOLUME = "22", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "219-230", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145934"} @article{bb150181, 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-f724tfpre2.html#TT145935"} @article{bb150182, AUTHOR = "Guo, K. and Hu, Y. and Qian, Z. and Liu, H. and Zhang, K. and Sun, Y. and Gao, J. and Yin, B.", TITLE = "Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "2", MONTH = "February", PAGES = "1138-1149", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145936"} @article{bb150183, 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, VOLUME = "22", YEAR = "2021", NUMBER = "3", MONTH = "March", PAGES = "1401-1410", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145937"} @article{bb150184, 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, VOLUME = "22", YEAR = "2021", NUMBER = "3", MONTH = "March", PAGES = "1497-1516", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145938"} @article{bb150185, 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, VOLUME = "22", YEAR = "2021", NUMBER = "5", MONTH = "May", PAGES = "2627-2636", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145939"} @article{bb150186, AUTHOR = "Jia, T. and Yan, P.G.", TITLE = "Predicting Citywide Road Traffic Flow Using Deep Spatiotemporal Neural Networks", 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Prediction Based on Deep Learning in Internet of Vehicles", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "3776-3789", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145942"} @article{bb150190, 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", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "3359-3371", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145943"} @article{bb150191, 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#TT145944"} @article{bb150192, 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-f724tfpre2.html#TT145945"} @article{bb150193, 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, VOLUME = "15", YEAR = "2021", NUMBER = "1", PAGES = "1-16", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145946"} @article{bb150194, AUTHOR = "Tao, Y. and Wang, X. and Zheng, J.Y. and E, W.J. and Zhao, P. and Meng, S.", 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-f724tfpre2.html#TT145947"} @article{bb150195, AUTHOR = "Tian, C. and Chan, W.K.(.", TITLE = "Spatial-temporal attention wavenet: A deep learning framework for traffic prediction considering spatial-temporal dependencies", JOURNAL = IET-ITS, VOLUME = "15", YEAR = "2021", NUMBER = "4", PAGES = "549-561", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145948"} @article{bb150196, AUTHOR = "Azad, A. and Wang, X.", TITLE = "Land Use Change Ontology and Traffic Prediction through Recurrent Neural Networks: A Case Study in Calgary, Canada", JOURNAL = IJGI, VOLUME = "10", YEAR = "2021", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145949"} @article{bb150197, AUTHOR = "Liu, M.H. and Li, L.N. and Li, Q. and Bai, Y. and Hu, C.", TITLE = "Pedestrian Flow Prediction in Open Public Places Using Graph Convolutional Network", JOURNAL = IJGI, VOLUME = "10", YEAR = "2021", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145950"} @article{bb150198, AUTHOR = "Ren, C. and Tang, L. and Long, J. and Kan, Z. and Yang, X.", TITLE = "Modelling Place Visit Probability Sequences during Trajectory Data Gaps Based on Movement History", JOURNAL = IJGI, VOLUME = "10", YEAR = "2021", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145951"} @article{bb150199, AUTHOR = "Shi, X.M. and Qi, H. and Shen, Y.M. and Wu, G. and Yin, B.C.", TITLE = "A Spatial-Temporal Attention Approach for Traffic Prediction", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "8", MONTH = "August", PAGES = "4909-4918", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT145952"}