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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究... [24]
沈阳自动化研究所 [3]
上海药物研究所 [2]
自动化研究所 [2]
青藏高原研究所 [1]
数学与系统科学研究院 [1]
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OAI收割 [34]
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期刊论文 [19]
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浏览/检索结果:
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Revisiting Confidence Estimation: Towards Reliable Failure Prediction
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 3370-3387
作者:
Zhu, Fei
;
Zhang, Xu-Yao
;
Cheng, Zhen
;
Liu, Cheng-Lin
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2024/07/03
Confidence estimation
uncertainty quantification
failure prediction
misclassification detection
selective classification
out-of-distribution detection
confidence calibration
model reliability
trustworthy
flat minima
An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2022, 页码: 23
作者:
Zhang, Lei
;
Zhu, A-Xing
;
Liu, Junzhi
;
Ma, Tianwu
;
Yang, Lin
  |  
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2022/11/09
Spatial sampling
prediction uncertainty
adaptive approach
spatial prediction
digital soil mapping
An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2022, 页码: 23
作者:
Zhang, Lei
;
Zhu, A-Xing
;
Liu, Junzhi
;
Ma, Tianwu
;
Yang, Lin
  |  
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2022/11/09
Spatial sampling
prediction uncertainty
adaptive approach
spatial prediction
digital soil mapping
Blood–brain barrier penetration prediction enhanced by uncertainty estimation
期刊论文
OAI收割
Journal of Cheminformatics, 2022, 卷号: 14, 期号: 1
作者:
Tong,Xiaochu
;
Wang,Dingyan
;
Ding,Xiaoyu
;
Tan,Xiaoqin
;
Ren,Qun
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2022/08/16
Blood–brain barrier penetration
BBBp prediction
Uncertainty estimation
Monocular 3d object detection based on uncertainty prediction of keypoints
期刊论文
OAI收割
Machines, 2022, 卷号: 10, 期号: 1, 页码: 1-16
作者:
Chen M(陈牧)
;
Zhao HC(赵怀慈)
;
Liu PF(刘鹏飞)
  |  
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2022/01/13
Keypoints
Monocular 3D detection
Uncertainty prediction
Geospatial constrained optimization to simulate and predict spatiotemporal trends of air pollutants
期刊论文
OAI收割
SPATIAL STATISTICS, 2021, 卷号: 45, 页码: 28
作者:
Li, Lianfa
  |  
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2021/11/05
Constrained optimization
Domain knowledge
Spatiotemporal patterns
Air pollutant
Prediction
Uncertainty
Geospatial constrained optimization to simulate and predict spatiotemporal trends of air pollutants
期刊论文
OAI收割
SPATIAL STATISTICS, 2021, 卷号: 45, 页码: 28
作者:
Li, Lianfa
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/11/05
Constrained optimization
Domain knowledge
Spatiotemporal patterns
Air pollutant
Prediction
Uncertainty
A hybrid framework for improving uncertainty quantification in deep learning-based QSAR regression modeling
期刊论文
OAI收割
JOURNAL OF CHEMINFORMATICS, 2021, 卷号: 13, 期号: 1, 页码: 17
作者:
Wang, Dingyan
;
Yu, Jie
;
Chen, Lifan
;
Li, Xutong
;
Jiang, Hualiang
  |  
收藏
  |  
浏览/下载:113/0
  |  
提交时间:2021/11/04
Uncertainty quantification
Quantitative structure-activity relationship
Bayesian neural network
Applicability domain
Bayesian inference
Error prediction
Artificial intelligence
A trustworthiness indicator to select sample points for the individual predictive soil mapping method (iPSM)
期刊论文
OAI收割
GEODERMA, 2020, 卷号: 373, 页码: 13
作者:
Liu, Jing
;
Zhu, A-Xing
;
Rossiter, David
;
Du, Fei
;
Burt, James
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/03/23
Digital Soil Mapping
Sample reliability
Prediction trustworthiness
Prediction uncertainty
Third law of geography
A trustworthiness indicator to select sample points for the individual predictive soil mapping method (iPSM)
期刊论文
OAI收割
GEODERMA, 2020, 卷号: 373, 页码: 13
作者:
Liu, Jing
;
Zhu, A-Xing
;
Rossiter, David
;
Du, Fei
;
Burt, James
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/03/23
Digital Soil Mapping
Sample reliability
Prediction trustworthiness
Prediction uncertainty
Third law of geography