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Investigating the dynamic memory effect of human drivers via ON-LSTM 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 9, 页码: 11
Authors:  Dai, Shengzhe;  Li, Zhiheng;  Li, Li;  Cao, Dongpu;  Dai, Xingyuan;  Lin, Yilun
Favorite  |  View/Download：19/0  |  Submit date：2020/12/04
driving behavior  memory effect  trajectory prediction  historical information  ON-LSTM  
Pattern Sensitive Prediction of Traffic Flow Based on Generative Adversarial Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 6, 页码: 2395-2400
Authors:  Lin, Yilun;  Dai, Xingyuan;  Li, Li;  Wang, Fei-Yue
View  |  Adobe PDF(623Kb)  |  Favorite  |  View/Download：171/109  |  Submit date：2019/05/07
Traflic flow prediction  deep learning  generative adversarial network  
DeepTrend 2.0: A light-weighted multi-scale traffic prediction model using detrending 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2019, 卷号: 103, 页码: 142-157
Authors:  Dai, Xingyuan;  Fu, Rui;  Zhao, Enmin;  Zhang, Zuo;  Lin, Yilun;  Wang, Fei-Yue;  Li, Li
Favorite  |  View/Download：42/0  |  Submit date：2019/09/30
Traffic prediction  Deep learning  Detrending  Multi-scale traffic prediction  
人工智能研究的新前线：生成式对抗网络 期刊论文
自动化学报, 2018, 卷号: 44, 期号: 5, 页码: 775-792
Authors:  林懿伦;  戴星原;  李力;  王晓;  王飞跃
View  |  Adobe PDF(6766Kb)  |  Favorite  |  View/Download：467/171  |  Submit date：2018/10/10
深度学习  生成式对抗网络  生成模型  对抗学习  平行学习  
DeepTrend: A deep hierarchical neural network for traffic flow prediction 会议论文
, Yakahama, Japan, Oct. 16-19
Authors:  Xingyuan Dai;  Rui Fu;  Yilun Lin;  Fei-Yue Wang;  Li Li
View  |  Adobe PDF(418Kb)  |  Favorite  |  View/Download：298/150  |  Submit date：2018/01/08
车辆关键状态的平行估计 期刊论文
指挥与控制学报, 2017, 卷号: 3, 期号: 3, 页码: 186-194
Authors:  汪;  林懿伦;  戴星原;  项韦杰
View  |  Adobe PDF(4434Kb)  |  Favorite  |  View/Download：89/28  |  Submit date：2018/01/08
深度学习  状态估计  平行系统  平行理论  
Master general parking skill via deep learning 会议论文
IEEE Intelligent Vehicles Symposium, Proceedings, Los Angeles, CA, USA, 2017
Authors:  Yiun Lin;  Li Li;  Xingyuan Dai;  Zheng Nanning;  Wang Fei-Yue
View  |  Adobe PDF(826Kb)  |  Favorite  |  View/Download：131/31  |  Submit date：2018/01/08
智能汽车  轨迹规划