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北京航空航天大学 [13]
清华大学 [10]
湖南大学 [9]
兰州理工大学 [7]
华南理工大学 [6]
武汉理工大学 [5]
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期刊论文 [47]
会议论文 [22]
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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
收藏
  |  
浏览/下载:9/0
  |  
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 traffic flow prediction framework based on multi-channel graph convolution
期刊论文
TRANSPORTATION PLANNING AND TECHNOLOGY, 2021, 卷号: 44, 期号: 8, 页码: 887-900
作者:
Zhao, Yuanmeng
;
Cao, Jie
;
Zhang, Hong
;
Liu, Zongli
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2021/12/17
Traffic flow
deep learning
graph convolution (GCN)
Long Short-Term Memory (LSTM)
spatial-temporal features
A Queue Hybrid Neural Network with Weather Weighted Factor for Traffic Flow Prediction
会议论文
Dalian, PEOPLES R CHINA, MAY 05-07, 2021
作者:
Miao, Fengman
;
Tao, Long
;
Xue, Jianbin
;
Zhang, Xijun
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/12/17
queue hybrid structure
weather weighted factor
traffic flow prediction
long short-term memory
gated recurrent unit
A hybrid approach for short-term traffic flow forecasting based on similarity identification
期刊论文
MODERN PHYSICS LETTERS B, 2021, 卷号: 35, 期号: 13
作者:
Li, Wenjun
;
Chen, Si
;
Wang, Xiaoquan
;
Yin, Chaoying
;
Huang, Zhaoguo
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2021/06/03
Traffic flow
short-term traffic forecasting
similarity identification
time constrain window
entropy-based gray relation analysis
rank-exponent method
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
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  |  
浏览/下载:17/0
  |  
提交时间:2020/03/20
Short-term traffic forecasting
spatial-temporal dependency
network topology
graph convolution
residual long short-term memory
Prediction of a multi-mode coupling model based on traffic flow tensor data
期刊论文
Journal of Intelligent and Fuzzy Systems, 2019, 卷号: 36, 期号: 2, 页码: 1691-1703
作者:
Duan, Huiming
;
Liu, Yongzhi
;
Wang, Di
;
He, Leiyuhang
;
Xiao, Xinping*
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/04
Grey model
High-dimensional tensor
Multi-mode traffic flow data
Short-term traffic flow forecasting
Understanding multiple days’ metro travel demand at aggregate level
期刊论文
IET Intelligent Transport Systems, 2019, 卷号: 13, 期号: 5, 页码: 756-763
作者:
Duan, Zhengyu*
;
Lei, Zengxiang
;
Zhang, Michael
;
Li, Haifeng
;
Yang, Dongyuan
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  |  
浏览/下载:21/0
  |  
提交时间:2019/12/03
traffic engineering computing
singular value decomposition
intelligent transportation systems
data analysis
day-to-day variation
day-to-day regularity
metro networks
daily metro travel demand
short-term travel demand prediction
aggregate level
singular value decomposition
intrinsic structure
metro operation schedule
origin-destination matrix
Improved Social Emotion Optimization Algorithm for Short-Term Traffic Flow Forecasting Based on Back-Propagation Neural Network
期刊论文
Journal of Shanghai Jiaotong University (Science), 2019, 卷号: Vol.24 No.2, 页码: 209-219
作者:
Zhang, J.
;
Zhao, S.
;
Wang, Y.
;
Zhu, X.
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/11/21
A
back-propagation neural network (BPNN)
Metropolis rule
short-term traffic flow forecasting
social emotion optimization algorithm (SEOA)
TP 183
urban traffic
A parallel spatiotemporal deep learning network for highway traffic flow forecasting
期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2019, 卷号: 15
作者:
Han, Dongxiao[1]
;
Chen, Juan[2]
;
Sun, Jian[3]
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2019/04/22
Traffic flow forecasting
spatiotemporal feature
deep learning
convolutional neural network
long short-term memory
Bayesian optimization of support vector machine for regression prediction of short-term traffic flow
期刊论文
Intelligent Data Analysis, 2019, 卷号: Vol.23 No.2, 页码: 481-497
作者:
Wang, Dong
;
Wang, Chengcheng
;
Xiao, Jianhua
;
Xiao, Zhu
;
Chen, Weiwei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/13
Short-term traffic flow prediction
bayesian optimization
gaussian process
support vector regression
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