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自动化研究所 [4]
北京航空航天大学 [3]
地理科学与资源研究所 [3]
清华大学 [2]
北京工业大学 [2]
兰州理工大学 [2]
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期刊论文 [21]
会议论文 [4]
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A Parallel Supervision System for Vehicle CO2 Emissions Based on OBD-Independent Information
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 3, 页码: 2077-2087
作者:
Sun, Yao
;
Hu, Yunfeng
;
Zhang, Hui
;
Wang, Feiyue
;
Chen, Hong
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Combined CO2 estimation model
deterioration factor
OBD-independent
parallel supervision system
vehicle CO2 emissions
AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1871-1881
作者:
Yuanqi Qin
;
Wen Hua
;
Junchen Jin
;
Jun Ge
;
Xingyuan Dai
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/08/10
Conditional generative adversarial network
signalized urban networks
short-term link speed prediction
A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Jin, Junchen
;
Rong, Dingding
;
Zhang, Tong
;
Ji, Qingyuan
;
Guo, Haifeng
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/06/06
Roads
Predictive models
Data models
Recurrent neural networks
Generators
Computer architecture
Deep learning
Short-term link speed prediction
signalized urban networks
Wasserstein generative adversarial network
Interval prediction of short-term traffic speed with limited data input: Application of fuzzy-grey combined prediction model
期刊论文
Expert Systems with Applications, 2022, 卷号: 187
作者:
Song, Zhanguo
;
Feng, Wei
;
Liu, Weiwei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/02/17
Decision support systems
Forecasting
Intelligent vehicle highway systems
Speed
Street traffic control
System theory
Autoregressive modelling
Autoregressive prediction model
Fuzzy information granulation
Gray autoregressive prediction model
Intelligent transportation systems
Interval prediction
Limited data
Prediction interval
Short-term traffic speed
Traffic speed
TSN Switch Queue Length Prediction Based on an Improved LSTM Network
期刊论文
Wireless Communications and Mobile Computing, 2021, 卷号: 2021, 页码: 1-13
作者:
Wang X(王鑫)
;
Shang ZJ(尚志军)
;
Xia CQ(夏长清)
;
Cui SJ(崔世界)
;
Shao S(邵帅)
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  |  
浏览/下载:8/0
  |  
提交时间:2022/01/27
Dynamic Global-Local Spatial-Temporal Network for Traffic Speed Prediction
期刊论文
IEEE ACCESS, 2020, 卷号: 8
作者:
Feng, Dong
;
Wu, Zhongcheng
;
Zhang, Jun
;
Wu, Ziheng
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/12/28
Correlation
Convolution
Feature extraction
Predictive models
Forecasting
Market research
Data models
Traffic speed prediction
spatial-temporal network
graph convolutional network
dynamic graph learning
Short-Term Traffic Flow Prediction Based on LSTM-XGBoost Combination Model
期刊论文
CMES - Computer Modeling in Engineering and Sciences, 2020, 卷号: 125, 期号: 1, 页码: 95-109
作者:
Zhang XJ(张玺君)
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  |  
浏览/下载:11/0
  |  
提交时间:2020/11/13
Forecasting
Long short-term memory
Predictive analytics
Roads and streets
Time series
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 34, 期号: 5, 页码: 27
作者:
Zhang, Yang
;
Cheng, Tao
;
Ren, Yibin
;
Xie, Kun
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/03/20
Short-term traffic forecasting
spatial-temporal dependency
network topology
graph convolution
residual long short-term memory
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
;
Wu, Sheng
收藏
  |  
浏览/下载:104/0
  |  
提交时间:2019/09/24
Multi-view learning
Multi-task learning
Particle swarm optimization
Spatiotemporal dependency
Spatiotemporal heterogeneity
Task relationship learning
Traffic Speed Prediction Under Non-Recurrent Congestion: Based on LSTM Method and BeiDou Navigation Satellite System Data
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2019, 卷号: 11, 期号: 2, 页码: 70-81
作者:
Zhao, Jiandong
;
Gao, Yuan
;
Bai, Zhiming
;
Lu, Shuhan
;
Wang, Hao
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2019/08/16
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