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Spatio-temporal fusion graph convolutional network for traffic flow forecasting
期刊论文
INFORMATION FUSION, 2024, 卷号: 104, 页码: 11
作者:
Ma, Ying
;
Lou, Haijie
;
Yan, Ming
;
Sun, Fanghui
;
Li, Guoqi
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
Graph convolutional network
Spatio-temporal data
Traffic forecasting
How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796
作者:
Hongyi Lin
;
Yang Liu
;
Shen Li
;
Xiaobo Qu
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  |  
浏览/下载:8/0
  |  
提交时间:2023/08/10
Autonomous driving
generative adversarial network (GAN)
intelligent transportation system (ITS)
traffic anomaly inspection
traffic flow
Estimation of Vegetation Leaf-Area-Index Dynamics from Multiple Satellite Products through Deep-Learning Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 17
作者:
Liu, Tian
;
Jin, Huaan
;
Li, Ainong
;
Fang, Hongliang
;
Wei, Dandan
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  |  
浏览/下载:16/0
  |  
提交时间:2022/12/28
time series
leaf-area index
long short-term memory
deep learning
Wind Speed Prediction based on Spatio-Temporal Covariance Model Using Autoregressive Integrated Moving Average Regression Smoothing
期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2021, 卷号: 35
作者:
Wang, Yu
;
Zhu, Changan
;
Ye, Xiaodong
;
Zhao, Jianghai
;
Wang, Deji
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/08/31
Wind speed
spatio-temporal prediction
Gaussian random field
spatio-temporal kriging
ARIMA
Wind speed spatial estimation using geostatistical kriging
期刊论文
IOP Conference Series: Earth and Environmental Science, 2020, 卷号: 619
作者:
Wang,Yu
;
Wang,Deji
;
Zhao,Jianghai
;
Zhu,Changan
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  |  
浏览/下载:5/0
  |  
提交时间:2022/03/21
Modelling the Publishing Process of Big Location Data Using Deep Learning Prediction Methods
期刊论文
ELECTRONICS, 2020, 卷号: 9, 期号: 3
作者:
Yan, Yan
;
Wang, Bingqian
;
Sheng, Quan Z.
;
Mahmood, Adnan
;
Feng, Tao
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  |  
浏览/下载:10/0
  |  
提交时间:2022/03/01
big location data
publishing interval prediction
deep learning
adaptive adjusted sampling
MODWT decomposition
SFSDAF: An enhanced FSDAF that incorporates sub-pixel class fraction change information for spatio-temporal image fusion
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 237, 页码: 15
作者:
Li, Xiaodong
;
Foody, Giles M.
;
Boyd, Doreen S.
;
Ge, Yong
;
Zhang, Yihang
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  |  
浏览/下载:9/0
  |  
提交时间:2020/05/19
Spatio-temporal image fusion
Land cover class fraction
FSDAF
Estimating Spatio-Temporal Variations of PM2.5 Concentrations Using VIIRS-Derived AOD in the Guanzhong Basin, China
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 22, 页码: 22
作者:
Zhang, Kainan
;
de Leeuw, Gerrit
;
Yang, Zhiqiang
;
Chen, Xingfeng
;
Su, Xiaoli
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  |  
浏览/下载:7/0
  |  
提交时间:2020/06/05
VIIRS AOD
PM2.5
Guanzhong Basin
Geographically weighted regression
Generalized additive model
Spatio-Temporal Interpolated Echo State Network for Meteorological Series Prediction
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 页码: 1621-1634
作者:
Xu, Meiling
;
Yang, Yuanzhe
;
Han, Min
;
Qiu, Tie
;
Lin, Hongfei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Echo state networks (ESN)
elastic-net algorithm
interpolation
spatio-temporal series prediction
A likelihood-based spatial statistical transformation model (LBSSTM) of regional economic development using DMSP/OLS time-series nighttime light imagery
期刊论文
SPATIAL STATISTICS, 2017, 卷号: 21, 页码: 421-439
作者:
Li, Chang
;
Li, Guie
;
Zhu, Yujia
;
Ge, Yong
;
Kung, Hsiang-te
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/09/25
DMSP/OLS nighttime light data
Likelihood-based spatial statistical transformation model (LBSSTM)
Time series analysis
Prediction
ESDA
Spatial cross correlation
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