@article{bb170200, 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#TT165757"} @article{bb170201, 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#TT165758"} @article{bb170202, 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#TT165759"} @article{bb170203, 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#TT165760"} @article{bb170204, 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#TT165761"} @article{bb170205, 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#TT165762"} @article{bb170206, 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#TT165763"} @article{bb170207, 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#TT165764"} @article{bb170208, 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#TT165765"} @article{bb170209, 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#TT165766"} @article{bb170210, 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#TT165767"} @article{bb170211, 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#TT165768"} @article{bb170212, 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#TT165769"} @article{bb170213, 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#TT165770"} @article{bb170214, 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#TT165771"} @article{bb170215, 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#TT165772"} @article{bb170216, 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#TT165773"} @article{bb170217, 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#TT165774"} @article{bb170218, 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#TT165775"} @article{bb170219, 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#TT165776"} @article{bb170220, 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 Prediction", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "2", MONTH = "February", PAGES = "1138-1149", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165777"} @article{bb170221, 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, VOLUME = "23", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "23680-23693", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165778"} @article{bb170222, 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#TT165779"} @article{bb170223, 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#TT165780"} @article{bb170224, 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#TT165781"} @article{bb170225, AUTHOR = "Jia, T. and Yan, P.G.", TITLE = "Predicting Citywide Road Traffic Flow Using Deep Spatiotemporal Neural Networks", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "5", MONTH = "May", PAGES = "3101-3111", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165782"} @article{bb170226, AUTHOR = "Yan, P.G. and Jia, T.", TITLE = "Predicting Citywide Road Traffic Flow Using Deep Spatiotemporal Neural Networks", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "3900-3900", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165782"} @article{bb170227, 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", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "3337-3348", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165783"} @article{bb170228, AUTHOR = "Chen, L. and Shao, W. and Lv, M.Q. and Chen, W.Q. and Zhang, Y.D. and Yang, C.H.", TITLE = "AARGNN: An Attentive Attributed Recurrent Graph Neural Network for Traffic Flow Prediction Considering Multiple Dynamic Factors", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "17201-17211", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165784"} @article{bb170229, 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, VOLUME = "22", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "3776-3789", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165785"} @article{bb170230, 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#TT165786"} @article{bb170231, 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#TT165787"} @article{bb170232, 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#TT165788"} @article{bb170233, 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#TT165789"} @article{bb170234, 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-f724tfpre2.html#TT165790"} @article{bb170235, AUTHOR = "Tian, C.Y. and Chan, W.K.V.", 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#TT165791"} @article{bb170236, 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#TT165792"} @article{bb170237, 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#TT165793"} @article{bb170238, 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#TT165794"} @article{bb170239, 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#TT165795"} @article{bb170240, AUTHOR = "Giammarino, V. and Baldi, S. and Frasca, P. and Monache, M.L.D.", TITLE = "Traffic Flow on a Ring With a Single Autonomous Vehicle: An Interconnected Stability Perspective", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "8", MONTH = "August", PAGES = "4998-5008", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165796"} @article{bb170241, 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-f724tfpre2.html#TT165797"} @article{bb170242, AUTHOR = "Yi, H. and Bui, K.H.N.", TITLE = "An Automated Hyperparameter Search-Based Deep Learning Model for Highway Traffic Prediction", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "9", MONTH = "September", PAGES = "5486-5495", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165798"} @article{bb170243, AUTHOR = "Xiao, X. and Jin, Z. and Hui, Y.L. and Xu, Y. and Shao, W.", TITLE = "Hybrid Spatial-Temporal Graph Convolutional Networks for On-Street Parking Availability Prediction", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165799"} @article{bb170244, AUTHOR = "Chen, K.Q. and Deng, M. and Shi, Y.", TITLE = "A Temporal Directed Graph Convolution Network for Traffic Forecasting Using Taxi Trajectory Data", JOURNAL = IJGI, VOLUME = "10", YEAR = "2021", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165800"} @article{bb170245, AUTHOR = "Das, A. and Gangwar, M.K. and Ghosh, D. and Mandal, C. and Sengupta, A. and Waris, M.M.", TITLE = "Automatic Generation of Route Control Chart From Validated Signal Interlocking Plan", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "10", MONTH = "October", PAGES = "6516-6525", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165801"} @article{bb170246, 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-f724tfpre2.html#TT165802"} @article{bb170247, AUTHOR = "Wang, Z.M. and Su, X. and Ding, Z.M.", TITLE = "Long-Term Traffic Prediction Based on LSTM Encoder-Decoder Architecture", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "10", MONTH = "October", PAGES = "6561-6571", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165803"} @article{bb170248, AUTHOR = "Guo, Z.G. and Zhang, Y.F. and Lv, J.X. and Liu, Y. and Liu, Y.", TITLE = "An Online Learning Collaborative Method for Traffic Forecasting and Routing Optimization", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "10", MONTH = "October", PAGES = "6634-6645", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165804"} @article{bb170249, 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-f724tfpre2.html#TT165805"} @article{bb170250, AUTHOR = "He, Z.X. and Chow, C.Y. and Zhang, J.D.", TITLE = "STNN: A Spatio-Temporal Neural Network for Traffic Predictions", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "12", MONTH = "December", PAGES = "7642-7651", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165806"} @article{bb170251, AUTHOR = "Liu, L.B. and Zhen, J.J. and Li, G.B. and Zhan, G. and He, Z.C. and Du, B. and Lin, L.", TITLE = "Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction", JOURNAL = ITS, VOLUME = "22", YEAR = "2021", NUMBER = "11", MONTH = "November", PAGES = "7169-7183", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165807"} @article{bb170252, AUTHOR = "Liu, Y. and Wang, K. and Liu, L.B. and Lan, H.Y. and Lin, L.", TITLE = "TCGL: Temporal Contrastive Graph for Self-Supervised Video Representation Learning", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "1978-1993", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165808"} @article{bb170253, AUTHOR = "Luo, X.Y. and Peng, J.H. and Liang, J.", TITLE = "Directed hypergraph attention network for traffic forecasting", JOURNAL = IET-ITS, VOLUME = "16", YEAR = "2022", NUMBER = "1", PAGES = "85-98", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165809"} @article{bb170254, AUTHOR = "Zhaowei, Q. and Haitao, L. and Zhi Hui, L. 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-f724tfpre2.html#TT165810"} @article{bb170255, 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-f724tfpre2.html#TT165811"} @article{bb170256, AUTHOR = "Liu, D. and Baldi, S. and Yu, W.W. and Cao, J. and Huang, W.", TITLE = "On Training Traffic Predictors via Broad Learning Structures: A Benchmark Study", JOURNAL = SMCS, VOLUME = "52", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "749-758", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165812"} @article{bb170257, 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-f724tfpre2.html#TT165813"} @article{bb170258, AUTHOR = "Ren, Y.J. and Zhao, D. and Luo, D. and Ma, H.D. and Duan, P.R.", TITLE = "Global-Local Temporal Convolutional Network for Traffic Flow Prediction", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "1578-1584", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165814"} @article{bb170259, AUTHOR = "Li, Z.S. and Xiong, G. and Tian, Y.L. and Lv, Y.S. and Chen, Y.Y. and Hui, P. and Su, X.", TITLE = "A Multi-Stream Feature Fusion Approach for Traffic Prediction", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "1456-1466", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165815"} @article{bb170260, AUTHOR = "Wu, S.F.", TITLE = "Spatiotemporal Dynamic Forecasting and Analysis of Regional Traffic Flow in Urban Road Networks Using Deep Learning Convolutional Neural Network", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "1607-1615", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165816"} @article{bb170261, AUTHOR = "Guo, K. and Hu, Y.L. and Qian, Z. and Sun, Y.F. and Gao, J.B. and Yin, B.C.", TITLE = "Dynamic Graph Convolution Network for Traffic Forecasting Based on Latent Network of Laplace Matrix Estimation", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "1009-1018", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165817"} @article{bb170262, AUTHOR = "Hu, Y.L. and Peng, T. and Guo, K. and Sun, Y.F. and Gao, J.B. and Yin, B.C.", TITLE = "Graph transformer based dynamic multiple graph convolution networks for traffic flow forecasting", JOURNAL = IET-ITS, VOLUME = "17", YEAR = "2023", NUMBER = "9", PAGES = "1835-1845", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165818"} @article{bb170263, AUTHOR = "Guo, K. and Tian, D.X. and Hu, Y.L. and Sun, Y.F. and Qian, Z.S. and Zhou, J. and Gao, J.B. and Yin, B.C.", TITLE = "Contrastive learning for traffic flow forecasting based on multi graph convolution network", JOURNAL = IET-ITS, VOLUME = "18", YEAR = "2024", NUMBER = "2", PAGES = "290-301", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165819"} @article{bb170264, AUTHOR = "Huo, G.Y. and Zhang, Y. and Wang, B.Y. and Gao, J.B. and Hu, Y.L. and Yin, B.C.", TITLE = "Hierarchical Spatio-Temporal Graph Convolutional Networks and Transformer Network for Traffic Flow Forecasting", JOURNAL = ITS, VOLUME = "24", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "3855-3867", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165820"} @article{bb170265, AUTHOR = "Zhang, C. and Zhou, H.Y. and Qiu, Q. and Jian, Z.C. and Zhu, D. and Cheng, C.Q. and He, L.S. and Liu, G.P. and Wen, X. and Hu, R.", TITLE = "Augmented Multi-Component Recurrent Graph Convolutional Network for Traffic Flow Forecasting", JOURNAL = IJGI, VOLUME = "11", YEAR = "2022", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165821"} @article{bb170266, AUTHOR = "Li, X.L. and Xia, J. and Chen, X.Y. and Tan, Y.B. and Chen, J.", TITLE = "SIT: A Spatial Interaction-Aware Transformer-Based Model for Freeway Trajectory Prediction", JOURNAL = IJGI, VOLUME = "11", YEAR = "2022", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165822"} @article{bb170267, AUTHOR = "Wang, Y. and Jing, C.F.", TITLE = "Spatiotemporal Graph Convolutional Network for Multi-Scale Traffic Forecasting", JOURNAL = IJGI, VOLUME = "11", YEAR = "2022", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165823"} @article{bb170268, AUTHOR = "Shin, Y. and Yoon, Y.", TITLE = "Incorporating Dynamicity of Transportation Network With Multi-Weight Traffic Graph Convolutional Network for Traffic Forecasting", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "2082-2092", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165824"} @article{bb170269, 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-f724tfpre2.html#TT165825"} @article{bb170270, AUTHOR = "Huo, G.Y. and Zhang, Y. and Wang, B.Y. and Hu, Y.L. and Yin, B.C.", TITLE = "Text-to-Traffic Generative Adversarial Network for Traffic Situation Generation", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "2623-2636", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165826"} @article{bb170271, AUTHOR = "Chen, Y.Y. and Chen, H.Y. and Ye, P.J. and Lv, Y.S. and Wang, F.Y.", TITLE = "Acting as a Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "4", MONTH = "April", PAGES = "3190-3200", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165827"} @article{bb170272, AUTHOR = "Lai, Y.X. and Xu, Y.F. and Mai, D. and Fan, Y. and Yang, F.", TITLE = "Optimized Large-Scale Road Sensing Through Crowdsourced Vehicles", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "4", MONTH = "April", PAGES = "3878-3889", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165828"} @article{bb170273, 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-f724tfpre2.html#TT165829"} @article{bb170274, AUTHOR = "Avedisov, S.S. and Bansal, G. and Orosz, G.", TITLE = "Impacts of Connected Automated Vehicles on Freeway Traffic Patterns at Different Penetration Levels", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "5", MONTH = "May", PAGES = "4305-4318", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165830"} @article{bb170275, AUTHOR = "Su, J. and Jin, Z.F. and Ren, J. and Yang, J. and Liu, Y.", TITLE = "GDFormer: A Graph Diffusing Attention based approach for Traffic Flow Prediction", JOURNAL = PRL, VOLUME = "156", YEAR = "2022", PAGES = "126-132", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165831"} @article{bb170276, AUTHOR = "Paliwal, C. and Bhatt, U. and Biyani, P. and Rajawat, K.", TITLE = "Traffic Estimation and Prediction via Online Variational Bayesian Subspace Filtering", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "5", MONTH = "May", PAGES = "4674-4684", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165832"} @article{bb170277, 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-f724tfpre2.html#TT165833"} @article{bb170278, AUTHOR = "Cheng, Z. and Lu, J. and Zhou, H.J. and Zhang, Y. 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-f724tfpre2.html#TT165834"} @article{bb170279, 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-f724tfpre2.html#TT165835"} @article{bb170280, AUTHOR = "Yin, X.Y. and Wu, G. and Wei, J.Z. and Shen, Y.M. and Qi, H. and Yin, B.C.", TITLE = "Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "6", MONTH = "June", PAGES = "4927-4943", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165836"} @article{bb170281, AUTHOR = "Manibardo, E.L. and Lana, I. and del Ser, J.", TITLE = "Deep Learning for Road Traffic Forecasting: Does it Make a Difference?", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "6164-6188", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165837"} @article{bb170282, 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-f724tfpre2.html#TT165838"} @article{bb170283, AUTHOR = "Li, D. and Lasenby, J.", TITLE = "Spatiotemporal Attention-Based Graph Convolution Network for Segment-Level Traffic Prediction", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "8337-8345", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165839"} @article{bb170284, AUTHOR = "Zhang, S. and Guo, Y. and Zhao, P. and Zheng, C.P. and Chen, X.Q.", TITLE = "A Graph-Based Temporal Attention Framework for Multi-Sensor Traffic Flow Forecasting", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "7743-7758", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165840"} @article{bb170285, AUTHOR = "Yu, J.J.Q. and Markos, C. and Zhang, S.Y.", TITLE = "Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "7359-7370", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165841"} @article{bb170286, AUTHOR = "Abdelraouf, A. and Abdel Aty, M. and Yuan, J.H.", TITLE = "Utilizing Attention-Based Multi-Encoder-Decoder Neural Networks for Freeway Traffic Speed Prediction", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "8", MONTH = "August", PAGES = "11960-11969", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165842"} @article{bb170287, 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-f724tfpre2.html#TT165843"} @article{bb170288, AUTHOR = "Shi, R.Y. and Mo, Z.B. and Huang, K. and Di, X. and Du, Q.", TITLE = "A Physics-Informed Deep Learning Paradigm for Traffic State and Fundamental Diagram Estimation", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "8", MONTH = "August", PAGES = "11688-11698", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165844"} @article{bb170289, 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-f724tfpre2.html#TT165845"} @article{bb170290, 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-f724tfpre2.html#TT165846"} @article{bb170291, AUTHOR = "Pavlyuk, D.", TITLE = "Robust and Responsive Learning of Spatiotemporal Urban Traffic Flow Relationships", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "14524-14541", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165847"} @article{bb170292, 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-f724tfpre2.html#TT165848"} @article{bb170293, AUTHOR = "Yu, J.J.Q.", TITLE = "Graph Construction for Traffic Prediction: A Data-Driven Approach", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "15015-15027", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165849"} @article{bb170294, AUTHOR = "Ge, L.F. and Dan, D.H. and Liu, Z.J. and Ruan, X.", TITLE = "Intelligent Simulation Method of Bridge Traffic Flow Load Combining Machine Vision and Weigh-in-Motion Monitoring", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "15313-15328", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165850"} @article{bb170295, 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-f724tfpre2.html#TT165851"} @article{bb170296, AUTHOR = "Wang, H.Q. and Zhang, R.Q. and Cheng, X. and Yang, L.Q.", TITLE = "Hierarchical Traffic Flow Prediction Based on Spatial-Temporal Graph Convolutional Network", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "16137-16147", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165852"} @article{bb170297, AUTHOR = "Hu, H. and Lin, Z.Z. and Hu, Q. and Zhang, Y.", TITLE = "Attention Mechanism With Spatial-Temporal Joint Model for Traffic Flow Speed Prediction", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "16612-16621", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165853"} @article{bb170298, 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-f724tfpre2.html#TT165854"} @article{bb170299, AUTHOR = "Xing, L. and Liu, W.J.", TITLE = "A Data Fusion Powered Bi-Directional Long Short Term Memory Model for Predicting Multi-Lane Short Term Traffic Flow", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "16810-16819", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT165855"}