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Efficient Calibration of Agent-Based Traffic Simulation Using Variational Auto-Encoder 会议论文
无, Macau, China, Oct. 08-12, 2022
作者:  Peijun Ye;  Fenghua Zhu;  Yisheng Lv;  Xiao Wang;  Yuanyuan Chen
Adobe PDF(1928Kb)  |  收藏  |  浏览/下载：46/15  |  提交时间：2024/06/03
Agent-Based Model  Calibration  
DDRL: A Decentralized Deep Reinforcement Learning Method for Vehicle Repositioning 会议论文
, Indianapolis, IN, USA, 19-22 September 2021
作者:  Jinhao Xi;  Fenghua Zhu;  Yuanyuan Chen;  Yisheng Lv;  Chang Tan;  Feiyue Wang
Adobe PDF(1652Kb)  |  收藏  |  浏览/下载：136/25  |  提交时间：2023/06/26
PAT: Point Cloud Analysis with Local Filter Embedding in Transformer 会议论文
, Macau, China, October 8-12, 2022
作者:  Xi Li;  Siqi Fan;  Yuanyuan Chen,;  Yuliang Liu,;  Shichao Chen,;  Fenghua Zhu,;  Yisheng Lv
Adobe PDF(2566Kb)  |  收藏  |  浏览/下载：173/36  |  提交时间：2023/05/05
A Pathway Forward: The Evolution of Intelligent Vehicles Research on IEEE T-IV 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 4, 页码: 918-928
作者:  Wang, Haoran;  Wang, Xiao;  Li, Xuan;  Wu, Xingtang;  Hu, Jia;  Chen, Yuanyuan;  Liu, Zhongmin;  Li, Ying
收藏  |  浏览/下载：282/0  |  提交时间：2023/03/20
Bibliographics  Intelligent vehicles  Productivity  Market research  Autonomous vehicles  Collaboration  Pattern analysis  Bibliographic analysis  collaboration pattern  intelligent vehicles (IV)  cooperative automation (CA)  
A Collaborative Communication-Qmix Approach for Large-scale Networked Traffic Signal Control 会议论文
, Indianapolis, IN, United States, 2021-9-19
作者:  Chen, Xiaoyu;  Xiong, Gang;  Lv, Yisheng;  Chen, yuanyuan;  Song, bing;  Wang, Feiyue
Adobe PDF(1208Kb)  |  收藏  |  浏览/下载：282/74  |  提交时间：2022/06/16
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
作者:  Cao, Dongpu;  Wang, Xiao;  Li, Lingxi;  Lv, Chen;  Na, Xiaoxiang;  Xing, Yang;  Li, Xuan;  Li, Ying;  Chen, Yuanyuan;  Wang, Fei-Yue
收藏  |  浏览/下载：254/0  |  提交时间：2022/06/10
Social Media based Transportation Research: the State of the Work and the Networking 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 1, 页码: 19-26
作者:  Yisheng Lv;  Yuanyuan Chen;  Xiqiao Zhang;  Yanjie Duan;  Naiqiang Li
Adobe PDF(13247Kb)  |  收藏  |  浏览/下载：205/33  |  提交时间：2022/04/08
transportation research , social media data , traffic information sources , social network analysis methods , collaboration patterns  
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: 52, 期号: 11, 页码: 11397-11406
作者:  Ye, Peijun;  Chen, Yuanyuan;  Zhu, Fenghua;  Lv, Yisheng;  Lu, Wanze;  Wang, Fei-Yue
收藏  |  浏览/下载：274/0  |  提交时间：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
作者:  张伟;  朱风华;  吕宜生;  陈圆圆
Adobe PDF(955Kb)  |  收藏  |  浏览/下载：302/61  |  提交时间：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  
Differential Time-variant Traffic Flow Prediction Based on Deep Learning 会议论文
, Rhodes, Greece, 20-23 Sept. 2020
作者:  Wei, Zhang;  Fenghua, Zhu;  Yuanyuan, Chen;  Xiao, Wang;  Gang, Xiong;  Fei-Yue, Wang
Adobe PDF(795Kb)  |  收藏  |  浏览/下载：290/75  |  提交时间：2021/05/27