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科研机构
北京航空航天大学 [2]
兰州理工大学 [1]
湖南大学 [1]
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期刊论文 [3]
会议论文 [1]
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2022 [1]
2019 [1]
2018 [1]
2015 [1]
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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
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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
A Deep Learning based Multitask Model for Network-wide Traffic Speed Predication
期刊论文
Neurocomputing, 2019
作者:
Kunpeng Zhang
;
Liang Zheng
;
Zijian Liu
;
Ning Jia
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  |  
浏览/下载:0/0
  |  
提交时间:2019/12/13
Short-term traffic speed prediction
Deep learning
Multitask learning
Nonlinear Granger causality
Bayesian optimization
Traffic congestion prediction based on long-short term memory neural network models
会议论文
CICTP 2017: Transportation Reform and Change - Equity, Inclusiveness, Sharing, and Innovation - Proceedings of the 17th COTA International Conference of Transportation Professionals
作者:
Chen, M.
;
Yu, G.
;
Chen, P.
;
Wang, Y.
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浏览/下载:11/0
  |  
提交时间:2019/12/30
Brain
Complex networks
Deep learning
Forecasting
Long short-term memory
Motor transportation
Speed
Urban transportation
Congestion prediction
Learning Theory
Mathematical equations
Simulation technique
Spatial correlations
Temporal and spatial correlation
Traffic speed
Transportation researchers
Traffic congestion
Long short-term memory neural network for traffic speed prediction using remote microwave sensor data
期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2015, 卷号: 54, 页码: 187-197
作者:
Ma, Xiaolei
;
Tao, Zhimin
;
Wang, Yinhai
;
Yu, Haiyang
;
Wang, Yunpeng
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浏览/下载:4/0
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提交时间:2020/01/06
Neural networks
Long short-term neural network
Traffic speed prediction
Remote microwave detector data
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