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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:2/0
  |  
提交时间:2024/02/22
Graph convolutional network
Spatio-temporal data
Traffic forecasting
Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting
期刊论文
MACHINE LEARNING, 2024, 页码: 19
作者:
Xu, Baowen
;
Wang, Xuelei
;
Li, Jingwei
;
Liu, Chengbao
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/21
Spatio-temporal weather forecasting
U-Net
Re-parameterization
A traffic flow-forecasting model based on multi-head spatio-temporal attention and adaptive graph convolutional networks
期刊论文
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2022, 卷号: 33, 期号: 10
作者:
Zhang, Hong
;
Kan, Sunan
;
Cao, Jie
;
Chen, Linlong
;
Zhao, Tianxin
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  |  
浏览/下载:26/0
  |  
提交时间:2022/09/22
Traffic flow forecasting
deep learning
multi-head spatio-temporal attention mechanism
graph convolutional network
spatio-temporal correlation
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
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/12/28
time series
leaf-area index
long short-term memory
deep learning
Intensified aridity over the Indo-Pacific Warm Pool controlled by ice-sheet expansion during the Last Glacial Maximum
期刊论文
GLOBAL AND PLANETARY CHANGE, 2022, 卷号: 217, 页码: 15
作者:
Xiong, Zhifang
;
Zhai, Bin
;
Algeo, Thomas J.
;
Lu, Zhengyao
;
Li, Tiegang
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  |  
浏览/下载:26/0
  |  
提交时间:2023/01/04
Tropical hydroclimate
High-latitude forcing
Sea-surface salinity
Diatom blooms
Model simulation
Tropical West Pacific
Modeling learnable electrical synapse for high precision spatio-temporal recognition
期刊论文
NEURAL NETWORKS, 2022, 卷号: 149, 页码: 184-194
作者:
Wu, Zhenzhi
;
Zhang, Zhihong
;
Gao, Huanhuan
;
Qin, Jun
;
Zhao, Rongzhen
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  |  
浏览/下载:40/0
  |  
提交时间:2022/07/25
Electrical synapse
coupling
Leaky-integrate-and-fire model
Spatio-temporal information
Bio-plausible neuronal dynamics
MFNet: The Spatio-Temporal Network for Meteorological Forecasting With Architecture Search
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Zhang, Xinbang
;
Jin, Qizhao
;
Xiang, Shiming
;
Pan, Chunhong
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  |  
浏览/下载:12/0
  |  
提交时间:2022/11/21
Forecasting
Computer architecture
Task analysis
Deep learning
Convolution
Correlation
Wind forecasting
Deep learning
meteorological forecasting (MF)
neural architecture search (NAS)
AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction
期刊论文
NEUROCOMPUTING, 2021, 卷号: 445, 页码: 298-308
作者:
Zhou, Hao
;
Ren, Dongchun
;
Xia, Huaxia
;
Fan, Mingyu
;
Yang, Xu
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/08/15
Pedestrian trajectory prediction
Graph neural networks
Spatio-temporal graph
Graph attention
Preface (volume I): Quaternary paleoclimate and paleoenvironmental changes in Central Asia
期刊论文
PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY, 2021, 卷号: 568, 页码: 10
作者:
Song, Yougui
;
Yang, Shengli
;
Nie, Junsheng
;
Zan, Jinbo
;
Song, Chunhui
收藏
  |  
浏览/下载:50/0
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提交时间:2021/05/21
Loess
Grain size
Geochemistry
Magnetism
Sporopollen
Pleistocene
Holocene
Predictive integrated numerical approach for modeling spatio-temporal microstructure evolutions and grain size dependent phase transformations in steels
期刊论文
INTERNATIONAL JOURNAL OF PLASTICITY, 2021, 卷号: 139, 页码: 22
作者:
Chen, Shuai-Feng
;
Bandyopadhyay, Kaushik
;
Basak, Shamik
;
Hwang, Byoungchul
;
Shim, Jae-Hyeok
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/10/15
Integrated modeling
Cellular automaton
Finite element method
Microstructure evolution
Phase transformations
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