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中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地理科学与资源研究所 [8]
数学与系统科学研究院 [4]
自动化研究所 [2]
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OAI收割 [20]
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Nonlinear effect of urban noise pollution on depression of the elderly in China based on the Bayesian machine learning method
期刊论文
OAI收割
APPLIED ACOUSTICS, 2024, 卷号: 225, 页码: 110207
作者:
Jin, Meijun
;
Chen, Zichu
;
Pei, Naying
;
Li, Junming
;
Ren, Zhoupeng
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收藏
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浏览/下载:15/0
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提交时间:2024/09/19
Urban noise pollution
Elderly mental health
Propensity score matching (PSM)
Quantile regression model (QRM)
Bayesian additive regression tree (BART)
Bayesian causal inference model (BCFM)
Insighting Drivers of Population Exposure to Ambient Ozone (O3) Concentrations across China Using a Spatiotemporal Causal Inference Method
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 19, 页码: 4871
作者:
Li, Junming
;
Xue, Jing
;
Wei, Jing
;
Ren, Zhoupeng
;
Yu, Yiming
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收藏
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浏览/下载:18/0
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提交时间:2024/01/04
ground-level ozone
atmospheric remote sensing
Bayesian spatiotemporal LASSO regression
spatiotemporal causal inference
spatiotemporal propensity score matching
Spatial Downscaling of Land Surface Temperature Based on a Multi-Factor Geographically Weighted Machine Learning Model
期刊论文
OAI收割
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 33
作者:
Xu, Saiping
;
Zhao, Qianjun
;
Yin, Kai
;
He, Guojin
;
Zhang, Zhaoming
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收藏
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浏览/下载:31/0
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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 survey and systematic assessment of computational methods for drug response prediction
期刊论文
OAI收割
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 232-246
作者:
Chen, Jinyu
;
Zhang, Louxin
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浏览/下载:36/0
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提交时间:2021/06/01
Drug response prediction
regression model
low rank matrix factorization based approach
Bayesian inference
deep learning
benchmark
The Influence of Five Teleconnection Patterns on Wintertime Extratropical Cyclones over Northwest Pacific
期刊论文
OAI收割
ATMOSPHERE, 2020, 卷号: 11, 期号: 11, 页码: 17
作者:
Xie, Naru
;
Sun, Yidi
;
Gao, Meng
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收藏
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浏览/下载:36/0
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提交时间:2021/06/16
extratropical cyclones
teleconnection patterns
composite analysis
Poisson regression
Bayesian model averaging
The heterogeneous effect of socioeconomic driving factors on PM2.5 in China's 30 province-level administrative regions: Evidence from Bayesian hierarchical spatial quantile regression
期刊论文
OAI收割
ENVIRONMENTAL POLLUTION, 2020, 卷号: 264, 页码: 10
作者:
Zou, Qingrong
;
Shi, Jian
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收藏
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浏览/下载:21/0
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提交时间:2020/09/23
Quantile regression
Spatial method
Bayesian inference
PM2.5 pollution
Socioeconomic factors
Online Bayesian max-margin subspace learning for multi-view classification and regression
期刊论文
OAI收割
MACHINE LEARNING, 2019, 页码: 31
作者:
He, Jia
;
Du, Changying
;
Zhuang, Fuzhen
;
Yin, Xin
;
He, Qing
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收藏
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浏览/下载:29/0
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提交时间:2020/12/10
Multi-view learning
Online learning
Bayesian subspace learning
Max-margin
Classification
Regression
Selection of Physical and Chemical Properties of Natural Fibers for Predicting Soil Reinforcement
期刊论文
OAI收割
JOURNAL OF MATERIALS IN CIVIL ENGINEERING, 2019, 卷号: 31, 期号: 10, 页码: 13
作者:
Zhao, Lin-Shuang
;
Zhou, Wan-Huan
;
Su, Li-Jun
;
Garg, Ankit
;
Yuen, Ka-Veng
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收藏
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浏览/下载:128/0
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提交时间:2019/10/08
Natural fiber
Soil reinforcement
Bayesian nonparametric general regression
Unconfined compressive strength
Exploring spatiotemporal nonstationary effects of climate factors on hand, foot, and mouth disease using Bayesian Spatiotemporally Varying Coefficients (STVC) model in Sichuan, China
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 648, 页码: 550-560
作者:
Song, Chao
;
Shi, Xun
;
Bo, Yanchen
;
Wang, Jinfeng
;
Wang, Yong
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收藏
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浏览/下载:74/0
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提交时间:2019/05/23
HFMD epidemics
Disease-climate associations
Bayesian STVC model
Spatiotemporal nonstationarity
OR spatiatization and mapping
Local regression
Exploring spatiotemporal nonstationary effects of climate factors on hand, foot, and mouth disease using Bayesian Spatiotemporally Varying Coefficients (STVC) model in Sichuan, China
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 648, 页码: 550-560
作者:
Song, Chao
;
Shi, Xun
;
Bo, Yanchen
;
Wang, Jinfeng
|
收藏
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浏览/下载:43/0
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提交时间:2019/05/23
HFMD epidemics
Disease-climate associations
Bayesian STVC model
Spatiotemporal nonstationarity
OR spatiatization and mapping
Local regression
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