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自动化研究所 [7]
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期刊论文 [16]
会议论文 [1]
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2020 [17]
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Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke
期刊论文
ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 16
作者:
Li, Lianfa
;
Girguis, Mariam
;
Lurmann, Frederick
;
Pavlovic, Nathan
;
McClure, Crystal
收藏
  |  
浏览/下载:124/0
  |  
提交时间:2021/03/16
PM2.5
Machine learning
Air pollution exposure
Wildfires
Remote sensing
California
High spatiotemporal resolution
Six-DOF Spacecraft Optimal Trajectory Planning and Real-Time Attitude Control: A Deep Neural Network-Based Approach
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 5005-5013
作者:
Chai, Runqi
;
Tsourdos, Antonios
;
Savvaris, Al
;
Chai, Senchun
;
Xia, Yuanqing
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/01/06
Attitude control
Real-time systems
Trajectory optimization
Trajectory planning
Attitude control
bilevel structure
deep neural network (DNN)
six-degree-of-freedom (6-DOF) hypersonic vehicle (HV)
trajectory planning
A new ensemble deep learning approach for exchange rates forecasting and trading
期刊论文
ADVANCED ENGINEERING INFORMATICS, 2020, 卷号: 46, 页码: 10
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/04/26
Ensemble learning
Forecasting
Trading
Deep learning
LSTM
A multi-view attention-based deep learning system for online deviant content detection
期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2020, 页码: 24
作者:
Liang, Yunji
;
Guo, Bin
;
Yu, Zhiwen
;
Zheng, Xiaolong
;
Wang, Zhu
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/01/07
Deviant content
Deep learning
Ensemble learning
View attention
Social media
Multi-Scale Residual Deep Network for Semantic Segmentation of Buildings with Regularizer of Shape Representation
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 18, 页码: 21
作者:
Wang, Chengyi
;
Li, Lianfa
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/03/16
multiple scales
residual deep ensemble learning
regularizer
shape representation
semantic segmentation of buildings
A deep attention-based ensemble network for real-time face hallucination
期刊论文
JOURNAL OF REAL-TIME IMAGE PROCESSING, 2020, 页码: 11
作者:
Liu, Dongdong
;
Chen, Jincai
;
Huang, Zhenxing
;
Zeng, Ni
;
Lu, Ping
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/12/10
Face hallucination
Attention mechanism
Residual learning
Ensemble model
Change detection in very high-resolution images based on ensemble CNNs
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 12, 页码: 4755-4777
作者:
Zhang, Xinlong
;
Fan, Rui
;
Ma, Lei
;
Liao, Xiaohan
;
Chen, Xiuwan
收藏
  |  
浏览/下载:106/0
  |  
提交时间:2020/05/19
Combining STRIPAT model and gated recurrent unit for forecasting nature gas consumption of China
期刊论文
MITIGATION AND ADAPTATION STRATEGIES FOR GLOBAL CHANGE, 2020, 页码: 19
作者:
Xiao, Yi
;
Li, Keying
;
Hu, Yi
;
Xiao, Jin
;
Wang, Shouyang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/09/23
Natural gas consumption forecasting
Emission reduction
Deep learning
STRIPAT model
Gated recurrent unit model
Bagging
Evaluation of global terrestrial evapotranspiration using state-of-the-art approaches in remote sensing, machine learning and land surface modeling
期刊论文
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2020, 卷号: 24, 期号: 3, 页码: 1485-1509
作者:
Pan, Shufen
;
Pan, Naiqing
;
Tian, Hanqin
;
Friedlingstein, Pierre
;
Sitch, Stephen
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/08/31
A Robust Deep Learning Approach for Spatiotemporal Estimation of Satellite AOD and PM2.5
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 2, 页码: 27
作者:
Li, Lianfa
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/05/19
PM2.5
satellite AOD
deep learning
autoencoder
residual network
exposure estimation
high spatiotemporal resolution
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