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Future Directions of Intelligent Vehicles: Potentials, Possibilities, and Perspectives 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 1, 页码: 7-10
Authors:  Cao, Dongpu;  Wang, Xiao;  Li, Lingxi;  Lv, Chen;  Na, Xiaoxiang;  Xing, Yang;  Li, Xuan;  Li, Ying;  Chen, Yuanyuan;  Wang, Fei-Yue
Favorite  |  View/Download:31/0  |  Submit date:2022/06/10
A Multi-Stream Feature Fusion Approach for Traffic Prediction 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2022, 卷号: 23, 期号: 2, 页码: 1456-1466
Authors:  Zhishuai Li;  Gang Xiong;  Yonglin Tian;  Yisheng Lv;  Yuanyuan Chen;  Pan Hui;  Xiang Su
Adobe PDF(3248Kb)  |  Favorite  |  View/Download:98/22  |  Submit date:2020/10/15
Traffic prediction, graph convolutional neural network, deep learning, multi-stream  
A Collaborative Communication-Qmix Approach for Large-scale Networked Traffic Signal Control 会议论文
, Indianapolis, IN, United States, 2021-9-19
Authors:  Chen, Xiaoyu;  Xiong, Gang;  Lv, Yisheng;  Chen, yuanyuan;  Song, bing;  Wang, Feiyue
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Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 99, 期号: 99, 页码: 10
Authors:  Ye, Peijun;  Chen, Yuanyuan;  Zhu, Fenghua;  Lv, Yisheng;  Lu, Wanze;  Wang, Fei-Yue
Favorite  |  View/Download:27/0  |  Submit date:2022/01/27
Calibration  Computational modeling  Mathematical model  Machine learning  Aggregates  Optimization  Bayes methods  Agent-based model (ABM)  calibration  Markovian process  
基于注意力机制和分时图卷积的公交客流预测 期刊论文
模式识别与人工智能, 2021, 卷号: 34, 期号: 2, 页码: 167-175
Authors:  张伟;  朱风华;  吕宜生;  陈圆圆
Adobe PDF(955Kb)  |  Favorite  |  View/Download:84/14  |  Submit date:2021/05/27
智能交通  公交客流预测  递归神经网络  通道注意力模块  分时图卷积  
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
Adobe PDF(2070Kb)  |  Favorite  |  View/Download:159/35  |  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  
Differential Time-variant Traffic Flow Prediction Based on Deep Learning 会议论文
, Rhodes, Greece, September 20-23, 2020
Authors:  Wei Zhang;  Fenghua Zhu;  Yuanyuan Chen;  Xiao Wang;  Gang Xiong;  Fei-Yue Wang
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Differential Time-variant Traffic Flow Prediction Based on Deep Learning 会议论文
, Rhodes, Greece, 20-23 Sept. 2020
Authors:  Wei, Zhang;  Fenghua, Zhu;  Yuanyuan, Chen;  Xiao, Wang;  Gang, Xiong;  Fei-Yue, Wang
Adobe PDF(795Kb)  |  Favorite  |  View/Download:57/4  |  Submit date:2021/05/27
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
Adobe PDF(2879Kb)  |  Favorite  |  View/Download:76/19  |  Submit date:2020/10/15
Intelligent transportation systems