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... [33]
自动化研究所 [14]
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Application of ensemble learning for predicting GABA
A
receptor agonists
期刊论文
OAI收割
COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 卷号: 169, 页码: 13
作者:
Xiao, Fu
;
Ding, Xiaoyu
;
Shi, Yan
;
Wang, Dingyan
;
Wang, Yitian
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/03/25
GABA(A )receptor
Benzodiazepine
Agonist
Machine learning
Classification
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach
期刊论文
OAI收割
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:
Qi, Jifeng
;
Zhang, Linlin
;
Yin, Baoshu
;
Li, Delei
;
Xie, Bowen
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/04/07
Ensemble machine learning model
Satellite observations
Ocean subsurface thermal structure
Pacific ocean
Physical interpretation of neural network-based nonlinear eddy viscosity models
期刊论文
OAI收割
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
Jee, Solkeun
;
He, Guowei
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
A neuroimaging biomarker for Individual Brain-Related Abnormalities In Neurodegeneration (IBRAIN): a cross-sectional study
期刊论文
OAI收割
ECLINICALMEDICINE, 2023, 卷号: 65, 页码: 14
作者:
Zhao, Kun
;
Chen, Pindong
;
Alexander-Bloch, Aaron
;
Wei, Yongbin
;
Dyrba, Martin
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/02/22
Alzheimer's disease
Neuroimaging biomarker
Multisite
Specific
Longitudinal progression
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
OAI收割
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
作者:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Susceptibility assessment of earth fissure related to groundwater extraction using machine learning methods combined with weights of evidence
期刊论文
OAI收割
NATURAL HAZARDS, 2023, 页码: 23
作者:
Wei, Aihua
;
Chen, Yuanyao
;
Zhao, Haijun
;
Liu, Zhao
;
Yang, Likui
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/12/29
Earth fissure assessment
Weights of evidence
Support vector machine learning
Random forest
Ensemble models
Daily Variation and Regional Differences in Wind Power Output during Heat and Cold Wave Days in China
期刊论文
OAI收割
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2023, 卷号: 2023, 页码: 17
作者:
Liu, Yang
;
Bai, Jie
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/10/30
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
OAI收割
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
Meta-learning-based estimation of the barrier layer thickness in the tropical Indian Ocean
期刊论文
OAI收割
ENVIRONMENTAL RESEARCH COMMUNICATIONS, 2023, 卷号: 5, 期号: 9, 页码: 8
作者:
Qi, Jifeng
;
Qu, Tangdong
;
Yin, Baoshu
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/30
Ocean barrier layer thickness
Indian Ocean
meta-learning
machine learning
General Greedy De-Bias Learning
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9789-9805
作者:
Han, Xinzhe
;
Wang, Shuhui
;
Su, Chi
;
Huang, Qingming
;
Tian, Qi
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/12/04
Task analysis
Correlation
Training
Data models
Question answering (information retrieval)
Visualization
Image classification
Curriculum learning
dataset biases
greedy strategy
robust learning