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
机构
地理科学与资源研究所 [7]
数学与系统科学研究院 [3]
海洋研究所 [3]
南海海洋研究所 [2]
金属研究所 [1]
青藏高原研究所 [1]
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OAI收割 [23]
iSwitch采集 [1]
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期刊论文 [22]
CNKI期刊论文 [1]
SCI/SSCI论文 [1]
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2025 [1]
2024 [2]
2021 [5]
2020 [3]
2019 [1]
2018 [3]
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学科主题
Limnology;... [1]
地理学::自然地理学 [1]
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Decomposing spatio-temporal heterogeneity: Matrix-informed ensemble learning for interpretable prediction
期刊论文
OAI收割
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 309, 页码: 112906
作者:
Wang, Lizeng
;
Cheng, Shifen
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2025/02/24
Spatio-temporal prediction
Ensemble learning
Spatio-temporal heterogeneity
Matrix decomposition
Explainable artificial intelligence
An ensemble spatial prediction method considering geospatial heterogeneity
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2024, 卷号: N/A
作者:
Cheng, Shifen
;
Wang, Lizeng
;
Wang, Peixiao
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2024/07/12
Spatial prediction
spatial inference
spatial heterogeneity
spatial data mining
ensemble learning
Multiple-model based prediction of weekly discharge of the Brahmaputra-Jamuna by assimilating antecedent hydrological regime
期刊论文
OAI收割
GEOCARTO INTERNATIONAL, 2024, 卷号: 39, 期号: 1, 页码: 25
作者:
Rahim, Md. Abdur
;
Liu, Shuang
;
Hu, Kaiheng
;
Li, Hao
;
Abedin, Md. Anwarul
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2024/12/04
Discharge prediction
ERA5 rainfall
antecedent discharge
machine learning
ensemble model
Brahmaputra-Jamuna
Real-time prediction of river chloride concentration using ensemble learning
期刊论文
OAI收割
ENVIRONMENTAL POLLUTION, 2021, 卷号: 291, 页码: 12
作者:
Zhang, Qianqian
;
Li, Zhong
;
Zhu, Lu
;
Zhang, Fei
;
Sekerinski, Emil
  |  
收藏
  |  
浏览/下载:116/0
  |  
提交时间:2021/12/07
Chloride prediction
MLP-SCA
Ensemble learning
Stepwise-cluster analysis
Multi-layer perceptron
A stack-based set inversion model for smart water, carbon and ecological assessment in urban agglomerations
期刊论文
OAI收割
JOURNAL OF CLEANER PRODUCTION, 2021, 卷号: 319, 页码: 12
作者:
Yan, Pengdong
;
Lu, Hongwei
;
Chen, Yizhong
;
Li, Ziheng
;
Li, Hao
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/09/21
Water
Carbon and ecological footprints
Smart evaluation and prediction
Ensemble inversion model
Urban agglomeration
Yangtze river
A stack-based set inversion model for smart water, carbon and ecological assessment in urban agglomerations
期刊论文
OAI收割
JOURNAL OF CLEANER PRODUCTION, 2021, 卷号: 319, 页码: 12
作者:
Yan, Pengdong
;
Lu, Hongwei
;
Chen, Yizhong
;
Li, Ziheng
;
Li, Hao
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/09/21
Water
Carbon and ecological footprints
Smart evaluation and prediction
Ensemble inversion model
Urban agglomeration
Yangtze river
Trustworthiness prediction of cloud services based on selective neural network ensemble learning
期刊论文
OAI收割
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 168, 页码: 17
作者:
  |  
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2021/03/23
Cloud services
Trustworthiness prediction
Selective ensemble learning
Neural networks
Particle swarm optimization (PSO)
Strength of Stacking Technique of Ensemble Learning in Rockburst Prediction with Imbalanced Data: Comparison of Eight Single and Ensemble Models
期刊论文
OAI收割
NATURAL RESOURCES RESEARCH, 2021, 页码: 21
作者:
Yin, Xin
;
Liu, Quansheng
;
Pan, Yucong
;
Huang, Xing
;
Wu, Jian
  |  
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2021/05/25
Rockburst prediction
Ensemble learning
Stacking technique
Class imbalance
Outlier detection and substitution
The estimation of thermosphere state variables based on coupled thermosphere and ionosphere data assimilation
期刊论文
OAI收割
CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2020, 卷号: 63, 期号: 7, 页码: 2497-2505
作者:
He JianHui
;
Yue XinAn
  |  
收藏
  |  
浏览/下载:154/0
  |  
提交时间:2020/09/28
Ionosphere
Ensemble Kalman filter
Data assimilation
Prediction
Thermosphere parameters optimization
Representing Model Uncertainty by Multi-Stochastic Physics Approaches in the GRAPES Ensemble
期刊论文
OAI收割
ADVANCES IN ATMOSPHERIC SCIENCES, 2020, 卷号: 37, 期号: 4, 页码: 328-346
作者:
Xu, Zhizhen
;
Chen, Jing
;
Jin, Zheng
;
Li, Hongqi
  |  
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2020/05/19
ensemble prediction
model uncertainty
stochastically perturbed parameterization
multi-stochastic physics approaches