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中国科学院自动化研究所机构知识库
Knowledge Commons of Institute of Automation,CAS
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复杂系统管理与控制国... [5]
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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
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View/Download:19/0
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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
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Adobe PDF(623Kb)
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View/Download:171/109
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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
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View/Download:42/0
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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
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Adobe PDF(6766Kb)
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View/Download:467/171
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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
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  |  
Adobe PDF(418Kb)
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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
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Adobe PDF(4434Kb)
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View/Download:89/28
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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
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  |  
Adobe PDF(826Kb)
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View/Download:131/31
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Submit date:2018/01/08
智能汽车
轨迹规划