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地理科学与资源研究所 [8]
武汉大学 [3]
上海财经大学 [3]
数学与系统科学研究院 [2]
昆明植物研究所 [1]
自动化研究所 [1]
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期刊论文 [19]
发表日期
2019 [19]
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Predictive mapping with small field sample data using semi-supervised machine learning
期刊论文
TRANSACTIONS IN GIS, 2019, 页码: 17
作者:
Du, Fei
;
Zhu, A-Xing
;
Liu, Jing
;
Yang, Lin
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  |  
浏览/下载:4/0
  |  
提交时间:2020/05/19
A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods
期刊论文
CATENA, 2019, 卷号: 183, 页码: 17
作者:
Zhu, A-Xing
;
Miao, Yamin
;
Liu, Junzhi
;
Bai, Shibiao
;
Zeng, Canying
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  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
Landslide absence data
Sampling method
Data-driven methods
Landslide susceptibility mapping, similarity model, data mining and machine learning
Development and validation of a novel MR imaging predictor of response to induction chemotherapy in locoregionally advanced nasopharyngeal cancer: a randomized controlled trial substudy (NCT01245959)
期刊论文
BMC Medicine, 2019, 卷号: 17, 期号: 1
作者:
Dong,Di
;
Zhang,Fan
;
Zhong,Lian-Zhen
;
Fang,Meng-Jie
;
Huang,Cheng-Long
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  |  
浏览/下载:130/0
  |  
提交时间:2019/12/16
Individualized imaging biomarker
Induction chemotherapy
Survival benefit
Treatment decision
Locoregionally advanced nasopharyngeal cancer
The relevant range of scales for multi-scale contextual spatial modelling
期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 页码: 9
作者:
Behrens, Thorsten
;
Rossel, Raphael A. Viscarra
;
Kerry, Ruth
;
MacMillan, Robert
;
Schmidt, Karsten
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  |  
浏览/下载:1/0
  |  
提交时间:2020/05/19
A representativeness heuristic for mitigating spatial bias in existing soil samples for digital soil mapping
期刊论文
GEODERMA, 2019, 卷号: 351, 页码: 130-143
作者:
Zhang, Guiming
;
Zhu, A-Xing
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  |  
浏览/下载:79/0
  |  
提交时间:2019/09/24
Sample representativeness
Existing soil samples
Spatial bias
Digital soil mapping (DSM)
A representativeness-directed approach to mitigate spatial bias in VGI for the predictive mapping of geographic phenomena
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 33, 期号: 9, 页码: 1873-1893
作者:
Zhang, Guiming
;
Zhu, A-Xing
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  |  
浏览/下载:10/0
  |  
提交时间:2020/03/23
Volunteered geographic information (VGI)
spatial bias
sample representativeness
predictive mapping
habitat suitability mapping
Converting forests into rubber plantations weakened the soil CH4 sink in tropical uplands
期刊论文
LAND DEGRADATION & DEVELOPMENT, 2019, 页码: 12
作者:
Lang, Rong
;
Goldberg, Stefanie
;
Blagodatsky, Sergey
;
Piepho, Hans-Peter
;
Harrison, Rhett D.
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  |  
浏览/下载:58/0
  |  
提交时间:2019/10/28
deforestation
land-use change
methane
rubber plantation
soil moisture
soil texture
tropics
Estimation and testing of nonparametric hidden Markov model with application in stock market
期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2019
作者:
Huang, Yue
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浏览/下载:17/0
  |  
提交时间:2019/08/22
Nonparametric hidden Markov model
generalized likelihood ratio test
Kernel regression
EM algorithm
A Mallows-Type Model Averaging Estimator for the Varying-Coefficient Partially Linear Model
期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 卷号: 114, 期号: 526, 页码: 882-892
作者:
Zhu, Rong
;
Wan, Alan T. K.
;
Zhang, Xinyu
;
Zou, Guohua
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  |  
浏览/下载:45/0
  |  
提交时间:2020/01/10
Asymptotic optimality
Heteroscedasticity
Mallows criterion
Model averaging
Varying-coefficient partially linear model
Variable screening for ultrahigh dimensional censored quantile regression
期刊论文
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2019, 卷号: 89, 期号: 3, 页码: 395-413
作者:
Pan, Jing
;
Zhang, Shucong
;
Zhou, Yong
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  |  
浏览/下载:12/0
  |  
提交时间:2019/08/22
Censored data
quantile regression
sure screening property
ultrahigh dimensionality
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