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科研机构
自动化研究所 [9]
兰州理工大学 [4]
海洋研究所 [4]
数学与系统科学研究院 [3]
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期刊论文 [27]
会议论文 [1]
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2022 [28]
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AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 15
作者:
Fang, Shen
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/02/22
Deep learning
neural architecture search
graph convolution
meta-learning
traffic flow prediction
Responses of East Asian Climate to SST Anomalies in the Kuroshio Extension Region during Boreal Autumn
期刊论文
JOURNAL OF CLIMATE, 2022, 卷号: 35, 期号: 21, 页码: 3407-3423
作者:
Geng, Yu
;
Ren, Hong-Li
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  |  
浏览/下载:18/0
  |  
提交时间:2023/01/04
Atmosphere-ocean interaction
Atmospheric circulation
Climate prediction
Optimally growing initial error for predicting the sudden shift in the Antarctic Circumpolar Current transport and its application to targeted observation
期刊论文
OCEAN DYNAMICS, 2022, 页码: 16
作者:
Zhou, Li
;
Zhang, Kun
;
Wang, Qiang
;
Mu, Mu
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  |  
浏览/下载:19/0
  |  
提交时间:2023/01/04
The Antarctic Circumpolar Current
Initial errors
CNOP
Targeted observation
Ocean prediction
A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model
期刊论文
Electric Power Systems Research, 2022, 卷号: 211
作者:
Lizhen, Wu
;
Yifan, Zhao
;
Gang, Wang
;
Xiaohong, Hao
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  |  
浏览/下载:21/0
  |  
提交时间:2022/07/20
Batch data processing
Big data
Electric power plant loads
Forecasting
Gradient methods
K-means clustering
Regression analysis
Stochastic models
Big data analyze
Distributed parallel computing
Load forecasting
Map-reduce
Map-reduce framework
Mini-batch stochastic gradient descent
Regression modelling
Short term load forecasting
Stochastic gradient descent
Stochastic gradient descent algorithm
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
Regional Predictions of Air Pollution in Guangzhou: Preliminary Results and Multi-Model Cross-Validations
期刊论文
ATMOSPHERE, 2022, 卷号: 13
作者:
Qiao, Zhi
;
Cui, Shengcheng
;
Pei, Chenglei
;
Ye, Zhou
;
Wu, Xiaoqing
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  |  
浏览/下载:12/0
  |  
提交时间:2022/12/23
WRF-Chem
back propagation neural network
long short-term memory
air pollution
Guangzhou
Rice Yield Prediction and Model Interpretation Based on Satellite and Climatic Indicators Using a Transformer Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 21
作者:
Liu, Yuanyuan
;
Wang, Shaoqiang
;
Chen, Jinghua
;
Chen, Bin
;
Wang, Xiaobo
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  |  
浏览/下载:14/0
  |  
提交时间:2022/11/14
crop yield prediction
remote sensing
deep learning
feature importance
attention
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 8
作者:
Du, Wenbo
;
Li, Biyue
;
Chen, Jun
;
Lv, Yisheng
;
Li, Yumeng
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  |  
浏览/下载:19/0
  |  
提交时间:2022/11/14
Complexity theory
Atmospheric modeling
Spatiotemporal phenomena
Predictive models
Deep learning
Correlation
Air traffic control
An anticrime information support system design: Application of K-means-VMD-BiGRU in the city of Chicago
期刊论文
INFORMATION & MANAGEMENT, 2022, 卷号: 59, 期号: 5, 页码: 13
作者:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Li, Yuze
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  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
Crime inference
Public security
Spatial heterogeneity
Time-lag effect
Machine learning
Prediction of Significant Wave Height in Offshore China Based on the Machine Learning Method
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 卷号: 10, 期号: 6, 页码: 20
作者:
Feng, Zhijie
;
Hu, Po
;
Li, Shuiqing
;
Mo, Dongxue
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  |  
浏览/下载:17/0
  |  
提交时间:2022/08/17
wave height
recurrent neural network
long short-term memory network
GRU
EMD
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