Short-Term Speed Forecasting of Large-Scale Urban Road Network Based on Transformer (English)
- New search for: Zhang, Jiawei
- New search for: Geng, Maosi
- New search for: Gu, Jiangsa
- New search for: Chen, Xiqun Michael
- New search for: Zhang, Jiawei
- New search for: Geng, Maosi
- New search for: Gu, Jiangsa
- New search for: Chen, Xiqun Michael
In:
Advanced transportation, enhanced connection ; Volume 1 of 4
; 609-618
;
2021
- Conference paper / Print
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Title:Short-Term Speed Forecasting of Large-Scale Urban Road Network Based on Transformer
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Contributors:Zhang, Jiawei ( author ) / Geng, Maosi ( author ) / Gu, Jiangsa ( author ) / Chen, Xiqun Michael ( author )
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Conference:Joint COTA International Conference of Transportation Professionals ; 20.-21. ; 2021 ; Online
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Published in:
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Publisher:
- New search for: Curran Associates, Inc.
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Place of publication:Red Hook, NY
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Publication date:2021
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Type of media:Conference paper
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Type of material:Print
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Language:English
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Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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- 12
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- 20
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- 32
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- 43
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- 54
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Forecasting Bus Passenger Flow Using Bi-LSTM with Attention MechanismChen, Tao / Fang, Jie / Liu, Zhijia / Xiao, Pinghui et al. | 2021
- 66
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Parameter Calibration of Traffic Flow Speed-Density Model Based on K-means Clustering Algorithm and Least Square MethodRen, Gang / Zhu, Sai et al. | 2021
- 77
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Arrival and Departure Collaborative Sequencing under Point Merge SystemYang, Aiwen / Zeng, Weili / Jiang, Siyi / Ding, Cong et al. | 2021
- 87
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- 98
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- 110
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- 121
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A Roundabout Control for Connected and Automated TrafficXia, Fan / Zhang, Lun / Hu, Jia et al. | 2021
- 126
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A Review on Social Media Data for Social TransportationChen, Yulin / Chen, Hong / Liu, Lina / Sun, Xiaoke et al. | 2021
- 137
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Enhanced ERFNet Decoder for Road Segmentation ModelWang, Ning / Sun, Ping / Zhao, Jie / Xu, Jihai et al. | 2021
- 145
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- 158
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- 228
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- 238
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- 248
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Short-Term Traffic Flow Prediction of Highway Based on Machine LearningOu, Shuyou / Li, Feng et al. | 2021
- 257
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- 268
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- 279
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Characteristics Analysis of Traffic Congestion Patterns Based on Traffic Performance IndexSun, Yujie / Liu, Sining et al. | 2021
- 287
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Error Analysis and Algorithm Compensation of Speed Measurement and Positioning for Urban Rail TrainsZhou, Tianyi / Xu, Yongneng / Liu, Wenya et al. | 2021
- 295
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Auto-Regressive Model with Exogenous Input (ARX) Based Traffic Flow PredictionYing, Jun / Dong, Xin / Li, Bowei / Tian, Zihan et al. | 2021
- 305
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- 316
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- 328
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An RSS Based Ranging Enhancement Method Using Multiple Frequency BandsYang, Fen / Zhang, Xu / Jiang, Suying / Song, Jiting / Wang, Wei et al. | 2021
- 339
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Verification of Signal Control Using a Nonlinear Programming Model by Simulation: Pre-Research for Signal Control Based on Real Time InformationMu, Rui / Yamazaki, Motohiro / Nishihori, Yasuhide / Ando, Ryosuke et al. | 2021
- 350
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- 362
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- 375
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Exploring the Impacts of ITS Technology on Emergency Management System (EMS)Jia, Jianmin et al. | 2021
- 387
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Reinforcement Learning Based Demand-Responsive Public Transit DispatchingWu, Mian / Yu, Chunhui / Ma, Wanjing / Wang, Ling / Ma, Xiaolong et al. | 2021
- 399
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Convolutional Neural Networks for Traffic Sign RecognitionWei, Zhonghua / Gu, Heng / Zhang, Ran / Peng, Jingxuan / Qui, Shi et al. | 2021
- 410
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Reinforcement Learning for Shortest Path Problem on Stochastic Time-Dependent Road NetworkZhang, Ke / Li, Meng / Shan, Yu et al. | 2021
- 418
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Reliability and Operational Impact of “CBTC + TBTC” Dual-Signal Redundant Train Control SystemLiu, Yu / Ou, Dongxiu / Wang, Xiaoyong / Dong, Decun et al. | 2021
- 430
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- 440
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- 450
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- 458
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- 467
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Traffic Prediction with Graph Neural Network: A SurveyLiu, Zhanghui / Tan, Huachun et al. | 2021
- 475
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Traffic Dynamic Model for Attacked Information Propagation under V2V Communication NetworksRen, Yilong / Yan, Mengru / Xu, Xiaoya / Yu, Haiyang et al. | 2021
- 486
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Bus Operation Diagnostic Indicators and To-Be-Optimized Routes Identification Methods Based on Public Transport Big DataZhang, Mengyuan / Weng, Jiancheng / Shi, Qingshuai et al. | 2021
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A Combined Model to Jointly Optimize the Left-Turn Trajectory and Approaching Speed for the Connected and Autonomous VehiclesLiu, Xiaogao / Li, Keping / Zhang, Runhan / Chen, Can et al. | 2021
- 510
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- 523
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- 533
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Flow Estimation of Freeway Section Based on Multi-Source DataHuang, Shuai / Sun, Dihua / Zhao, Min / Luo, Yanqin et al. | 2021
- 544
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ERI Data-Based Metastable Critical Point Estimation Considering the Catastrophe Characteristic of Traffic FlowChen, Rui / Sun, Dihua / Zhao, Min / Liu, Zhizong / Huang, Shuai / Zhou, Tong et al. | 2021
- 555
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Train Arrival Delay Prediction Based on a CNN-LSTM ApproachLi, Jianmin / Xu, Xinyue / Zhao, Meng / Shi, Rui et al. | 2021
- 564
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Decision-Oriented Driving Scenario Recognition Based on Unsupervised LearningDeng, Nanshan / Jiang, Kun / Cao, Zhong / Zhou, Weitao / Yang, Diange et al. | 2021
- 574
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Prediction of Queue Length Considering Upstream Ramp Flow under Abnormal Events on ExpresswayHe, Manman / Liu, Weining / Tang, Yi / Sun, Dihua / Zhao, Min / Huang, Qiliang / Wang, Weiping et al. | 2021
- 586
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Estimation of Abnormal Event Occurrence Time Based on Upstream and Downstream Multi-Source DataHe, Manman / Sun, Dihua / Wang, Weiping / Zhao, Min / Li, Zhihan / Tang, Yi et al. | 2021
- 598
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A Correction Algorithm for Automatic Pavement Detection Data BiasLi, Li / Yu, Jia-Hui / Yang, Kun / Wei, Xue-Jian et al. | 2021
- 609
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Short-Term Speed Forecasting of Large-Scale Urban Road Network Based on TransformerZhang, Jiawei / Geng, Maosi / Gu, Jiangsa / Chen, Xiqun Michael et al. | 2021
- 619
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Risk Evaluation during the Takeover of Automated Vehicles Based on Improved Driving Safety FieldLi, Xin / Zhao, Min / Sun, Dihua / Mao, Peng et al. | 2021
- 630
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Hand off Steering Wheel Detection Using Sensor Data of Smartwatch and SmartphoneHe, Changchang / Liu, Weining / Sun, Dihua / Gao, Zhiping et al. | 2021
- 641
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An Improved Method of Modeling the Average Treatment Effect of Pavement Maintenance WorkLi, Li / Yang, Run-Zhi / Wan, Xiao-Min / Ding, Mei et al. | 2021