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LMI-Based Synthesis of String-Stable Controller for Cooperative Adaptive Cruise Control 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 11, 页码: 4516-4525
Authors:  Zhu, Yuanheng;  He, Haibo;  Zhao, Dongbin
Favorite  |  View/Download:3/0  |  Submit date:2021/01/06
Cooperative adaptive cruise control  string stability  time-delay system  H-infinity control  linear matrix inequality  
Taxi Demand Prediction Using Parallel Multi-Task Learning Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Chizhan Zhang;  Fenghua Zhu;  Xiao Wang;  Leilei Sun;  Haina Tang;  Yisheng Lv
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Taxi demand prediction, pick-up/drop-off demand, multi-task learning, LSTM, deep learning  
State-of-the-Art Pedestrian and Evacuation Dynamics 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 5, 页码: 1849-1866
Authors:  Dong, Hairong;  Zhou, Min;  Wang, Qianling;  Yang, Xiaoxia;  Wang, Fei-Yue
Favorite  |  View/Download:36/0  |  Submit date:2020/06/22
Mathematical model  Data collection  Data models  Analytical models  Computational modeling  Vehicle dynamics  Dynamics  Pedestrian dynamics  evacuation dynamics  data collection  mathematical modelling  fundamental diagram  
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
Authors:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Fei-Yue
View  |  Adobe PDF(2070Kb)  |  Favorite  |  View/Download:51/7  |  Submit date:2020/06/02
Generators  Data models  Gallium nitride  Generative adversarial networks  Training  Loss measurement  Biological system modeling  Parallel data  generative adversarial networks  traffic flow imputation  data augmentation  deep learning  
A Multi-Stream Feature Fusion Approach for Traffic Prediction 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Zhishuai Li;  Gang Xiong;  Yonglin Tian;  Yisheng Lv;  Yuanyuan Chen;  Pan Hui;  Xiang Su
View  |  Adobe PDF(3572Kb)  |  Favorite  |  View/Download:20/5  |  Submit date:2020/10/15
Traffic prediction, graph convolutional neural network, deep learning, multi-stream  
Vehicle Re-Identification Using Quadruple Directional Deep Learning Features 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 1, 页码: 410-420
Authors:  Zhu, Jianqing;  Zeng, Huanqiang;  Huang, Jingchang;  Liao, Shengcai;  Lei, Zhen;  Cai, Canhui;  Zheng, Lixin
Favorite  |  View/Download:29/0  |  Submit date:2020/03/30
Deep learning  Feature extraction  Convolutional neural networks  Databases  Measurement  Cameras  Intelligent transportation systems  Computer vision  artificial neural networks  feature extraction  image classification  
Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
Authors:  Yuanyuan Chen;  Hongyu Chen;  Peijun Ye;  Yisheng Lv;  Fei-Yue Wang
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Traffic Flow Prediction  Ensemble Learning  Deep Learning  
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 10, 页码: 4063 - 4071
Authors:  Fenghua Zhu;  Yisheng Lv;  Yuanyuan Chen;  Xiao Wang;  Gang Xiong;  Fei-Yue Wang
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Intelligent transportation systems  
Optimization of Crowd Evacuation With Leaders in Urban Rail Transit Stations 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 12, 页码: 4476-4487
Authors:  Zhou, Min;  Dong, Hairong;  Zhao, Yanbo;  Ioannou, Petros A.;  Wang, Fei-Yue
Favorite  |  View/Download:34/0  |  Submit date:2020/03/30
Force  Dynamics  Heuristic algorithms  Optimization  Rails  Public transportation  Optimization  evacuation  leader  heuristic algorithm  extended maximal covering location method  
Introduction to the Special Issue on Intelligent Transportation Systems Empowered by AI Technologies 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 10, 页码: 3765-3770
Authors:  Kong, Seung-Hyun;  Lv, Yisheng;  Vu, Hai L.;  Cano, Juan-Carlos;  Choi, Jun-Won;  Kum, Dongsuk;  Morris, Brendan Tran
Favorite  |  View/Download:47/0  |  Submit date:2019/12/16