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期刊论文 [14]
会议论文 [6]
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Spatial Downscaling of Land Surface Temperature Based on a Multi-Factor Geographically Weighted Machine Learning Model
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 33
作者:
Xu, Saiping
;
Zhao, Qianjun
;
Yin, Kai
;
He, Guojin
;
Zhang, Zhaoming
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/07/09
land surface temperature
spatial downscaling
geographically weighted regression
ensemble learning
extreme gradient boosting
multivariate adaptive regression splines
Bayesian ridge regression
Sentinel-2A
A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations
期刊论文
ADVANCES IN WATER RESOURCES, 2020, 卷号: 143, 页码: 17
作者:
Jing, Wenlong
;
Di, Liping
;
Zhao, Xiaodan
;
Yao, Ling
;
Xia, Xiaolin
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/18
Terrestrial water storage
Machine learning
GRACE
The Nile River basin
Landslide risk assessment along Sino-Nepal Highways in Nepal
学位论文
北京: 中国科学院大学, 2020
作者:
NIRDESH NEPAL
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/01/18
中尼公路
滑坡易发性
风险评估
尼泊尔地震
Improving Soil Thickness Estimations Based on Multiple Environmental Variables with Stacking Ensemble Methods
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 21
作者:
Li, Xinchuan
;
Luo, Juhua
;
Jin, Xiuliang
;
He, Qiaoning
;
Niu, Yun
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/11/15
A novel technique to prune variable selection ensembles
会议论文
Guilin, Guangxi, China, July 29, 2017 - July 31, 2017
作者:
Ren, Liang-Pin
;
Zhang, Chun-Xia
;
Xuan, Hai-Yan
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  |  
浏览/下载:8/0
  |  
提交时间:2020/11/15
Regression analysis
Importance measure
Linear regression models
Reference vectors
Selective ensembles
Simulated datasets
State-of-the-art algorithms
Variable selection
Variable selection problems
A novel bagging approach for variable ranking and selection via a mixed importance measure
期刊论文
JOURNAL OF APPLIED STATISTICS, 2018, 卷号: 45, 页码: 1734-1755
作者:
Zhang, Chun-Xia
;
Zhang, Jiang-She
;
Wang, Guan-Wei
;
Ji, Nan-Nan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/11/19
bagging
ensemble learning
variable selection ensemble
variable ranking
Variable selection
selection accuracy
stepwise search algorithm
Early stopping aggregation in selective variable selection ensembles for high-dimensional linear regression models
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2018, 卷号: 153, 页码: 1-11
作者:
Zhang, Chun-Xia
;
Zhang, Jiang-She
;
Yin, Qing-Yan
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  |  
浏览/下载:2/0
  |  
提交时间:2019/11/19
Variable selection ensemble
Variable selection
Ranking accuracy
Selection accuracy
Ensemble pruning
Aggregation order
Weighted inverse regression ensemble for dimension reduction and variable selection
学术活动
.Weighted inverse regression ensemble for dimension reduction and variable selection
-
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  |  
浏览/下载:4/0
  |  
提交时间:2019/10/31
Performance Evaluation of the WRF-Chem Model with Different Physical Parameterization Schemes during an Extremely High PM2.5 Pollution Episode in Beijing
期刊论文
AEROSOL AND AIR QUALITY RESEARCH, 2017
Chen, Dongsheng
;
Xie, Xin
;
Zhou, Ying
;
Lang, Jianlei
;
Xu, Tingting
;
Yang, Nan
;
Zhao, Yuehua
;
Liu, Xiangxue
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  |  
浏览/下载:9/0
  |  
提交时间:2017/12/03
Heavy haze pollution
Numerical simulation
Physical parameterization schemes
ATMOSPHERIC BOUNDARY-LAYER
REGIONAL AIR-QUALITY
LAKE-MICHIGAN OZONE
PREDICTIONS
SENSITIVITY
WRF/CHEM
AEROSOL
RADIATION
ENSEMBLE
SYSTEM
Ensembling variable selectors by stability selection for the Cox model
会议论文
作者:
Li, Jun-Li
;
Zhang, Chun-Xia
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/11/26
Cox model
Ensemble learning
Selection accuracy
Stability selections
Variable selection
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