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清华大学 [7]
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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
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*
收藏
  |  
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
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
A Cohesion-Based Heuristic Feature Selection for Short-Term Traffic Forecasting
期刊论文
IEEE ACCESS, 2019, 卷号: Vol.7, 页码: 3383-3389
作者:
Liu, Lishan
;
Jia, Ning
;
Lin, Lei
;
He, Zhengbing
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  |  
浏览/下载:16/0
  |  
提交时间:2019/12/17
Traffic flow
short-term forecasting
optimal feature selection
input vector
A Cohesion-Based Heuristic Feature Selection for Short-Term Traffic Forecasting
期刊论文
IEEE Access, 2019, 卷号: Vol.7, 页码: 3383-3389
作者:
Lishan Liu
;
Ning Jia
;
Lei Lin
;
Zhengbing He
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/13
Forecasting
Feature
extraction
Mathematical
model
Indexes
Predictive
models
Biological
cells
Traffic
flow
short-term
forecasting
optimal
feature
selection
input
vector
A multivariate short-term traffic flow forecasting method based on wavelet analysis and seasonal time series
期刊论文
APPLIED INTELLIGENCE, 2018, 卷号: 48, 期号: 10, 页码: 3827-3838
作者:
Zhang, Hong
;
Wang, Xiaoming
;
Cao, Jie
;
Tang, Minan
;
Guo, Yirong
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2019/11/15
Hybrid method
Traffic flow
Short-term forecasting
Wavelet analysis
Multivariate
A hybrid short-term traffic flow forecasting model based on time series multifractal characteristics
期刊论文
APPLIED INTELLIGENCE, 2018, 卷号: 48, 期号: 8, 页码: 2429-2440
作者:
Zhang, Hong
;
Wang, Xiaoming
;
Cao, Jie
;
Tang, Minan
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/15
Hybrid model
Traffic flow
Multifractal characteristics
Short-term forecasting
Periodic regression
Volatility analysis
Hybrid artificial neural network and locally weighted regression models for lane-based short-term urban traffic flow forecasting
期刊论文
Transportation Planning and Technology, 2018, 卷号: 41, 期号: 8, 页码: 901-917
作者:
Raza, Asif
;
Zhong, Ming*
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/12/04
Traffic flow
aggregate model
artificial neural network
disaggregate model
genetic algorithms
locally weighted regression
short-term forecasting
Attentive crowd flow machines
会议论文
MM 2018 - Proceedings of the 2018 ACM Multimedia Conference
作者:
Liu, L.
;
Zhang, R.
;
Peng, J.
;
Li, G.
;
Du, B.
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/30
Data storage equipment
Forecasting
Street traffic control
Dynamic representation
Mobility datum
Spatial temporal model
Spatial-temporal features
State-of-the-art methods
Traffic flow prediction
Unified neural networks
Urban traffic management
Long short-term memory
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