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地理科学与资源研究所 [4]
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期刊论文 [9]
发表日期
2020 [9]
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发表日期:2020
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Feature screening under missing indicator imputation with non-ignorable missing response
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 149, 页码: 12
作者:
Zhang, Jing
;
Wang, Qihua
;
Kang, Jian
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浏览/下载:30/0
  |  
提交时间:2020/06/30
Model-free
Non-ignorable nonresponse
Sure screening property
Ultrahigh dimensionality
Variable screening
A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 卷号: 15, 期号: 9, 页码: 17
作者:
Hudak, Andrew T.
;
Fekety, Patrick A.
;
Kane, Van R.
;
Kennedy, Robert E.
;
Filippelli, Steven K.
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  |  
浏览/下载:21/0
  |  
提交时间:2021/03/18
Commercial Off-The-Shelf (COTS) lidar
Forest Inventory and Analysis (FIA)
landsat image time series
LandTrendr
monitoring
reporting
verification (MRV)
Imputation for sequencing variants preselected to a customized low-density chip
期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 9
作者:
Liu, Aoxing
;
Lund, Mogens Sando
;
Boichard, Didier
;
Mao, Xiaowei
;
Karaman, Emre
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  |  
浏览/下载:21/0
  |  
提交时间:2020/09/15
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
作者:
Chen, Yuanyuan
;
Lv, Yisheng
;
Wang, Fei-Yue
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  |  
浏览/下载:23/0
  |  
提交时间:2020/06/02
Generators
Data models
Gallium nitride
Generative adversarial networks
Training
Loss measurement
Biological system modeling
Parallel data
generative adversarial networks
traffic flow imputation
data augmentation
deep learning
Comparison of Computational Methods for Imputing Single-Cell RNA-Sequencing Data
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 376-389
作者:
Zhang, Lihua
;
Zhang, Shihua
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  |  
浏览/下载:33/0
  |  
提交时间:2020/05/24
Gene expression
Sequential analysis
Bioinformatics
RNA
Matrix converters
Computational biology
Bayes methods
Single-cell RNA-sequencing technique
dropout event
imputation
algorithm
bioinformatics
A lightweight ensemble spatiotemporal interpolation model for geospatial data
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 24
作者:
Cheng, Shifen
;
Peng, Peng
;
Lu, Feng
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  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
Spatiotemporal interpolation
spatiotemporal dependence
lightweight ensemble
extreme learning machine
Spatiotemporal imputation of MAIAC AOD using deep learning with downscaling
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 237, 页码: 17
作者:
Li, Lianfa
;
Franklin, Meredith
;
Girguis, Mariam
;
Lurmann, Frederick
;
Wu, Jun
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  |  
浏览/下载:14/0
  |  
提交时间:2020/05/19
Aerosol Optical Depth
MAIAC
MERRA-2 GMI Replay Simulation
Deep learning
Downscaling
Missingness imputation
Air quality
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
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  |  
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
Multistep Deep System for Multimodal Emotion Detection With Invalid Data in the Internet of Things
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 187208-187221
作者:
Li, Minjia
;
Xie, Lun
;
Lv, Zeping
;
Li, Juan
;
Wang, Zhiliang
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/12/05
Feature extraction
Internet of Things
Semantics
Databases
Task analysis
Emotion recognition
Biomedical monitoring
Internet of Things
multimodal emotion detection
invalid data
multi-step deep (MSD) system
deep neural networks
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