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
自动化研究所 [37]
软件研究所 [14]
地理科学与资源研究... [12]
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OAI收割 [119]
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期刊论文 [94]
会议论文 [25]
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2026 [1]
2025 [4]
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Flood predictions from metrics to classes by multiple machine learning algorithms coupling with clustering-deduced membership degree
期刊论文
OAI收割
JOURNAL OF GEOGRAPHICAL SCIENCES, 2026, 卷号: 36, 期号: 1, 页码: 149-176
作者:
Zhai, Xiaoyan
;
Zhang, Yongyong
;
Xia, Jun
;
Zhang, Yongqiang
;
Tang, Qiuhong
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收藏
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浏览/下载:0/0
  |  
提交时间:2026/03/16
flood regime metrics
class prediction
machine learning algorithms
hydrological model
Heterogeneity, nonlinearity, and multifactor interactions of polycyclic aromatic hydrocarbons in steelworks soils
期刊论文
OAI收割
ENVIRONMENTAL SCIENCE AND ECOTECHNOLOGY, 2025, 卷号: 27, 页码: 100607
作者:
Hou, Yixuan
;
Liao, Xiaoyong
;
Li, You
;
Cao, Hongying
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收藏
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浏览/下载:0/0
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提交时间:2025/09/22
Multidimensional analytical framework
Machine learning algorithms
Polycyclic aromatic hydrocarbon
Heterogeneity influences
Interaction effects
Research on Time Series Interpolation and Reconstruction of Multi-Source Remote Sensing AOD Product Data Using Machine Learning Methods
期刊论文
OAI收割
ATMOSPHERE, 2025, 卷号: 16, 期号: 6, 页码: 655
作者:
Wang, Huifang
;
Wang, Min
;
Jiang, Pan
;
Ma, Fanshu
;
Gao, Yanhu
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2025/07/18
FY-3D/4A
AODHi-8
AHI
Modis
HGALSS
machine learning algorithms
daily monitoring
interpolation and reconstruction
Lithologic Mapping in the Karamaili Ophiolite-Mélange Belt in Xinjiang, China, with Machine Learning and Integration of SDGSAT-1 TIS, Landsat-8 OLI and ASTER-GDEM
期刊论文
OAI收割
NATURAL RESOURCES RESEARCH, 2025, 卷号: N/A
作者:
Zhang, Zhao
;
Yin, Fang
;
Zhu, Yunqiang
;
Liu, Lei
  |  
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2025/03/18
SDGSAT-1 TIS
Rock-forming minerals
Karamaili ophiolitem & eacute
lange belt
Lithology mapping
Machine learning algorithms
An Optimized Fusion Approach Using Multisource Satellite Soil Moisture Products With the Consideration of Geographic and Climatic Factors
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 28986-28999
作者:
Yang, Yanqing
;
Zhao, Wei
;
Ding, Tao
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/23
Soil moisture
Neural networks
Accuracy
Spatial resolution
Soil measurements
Rivers
Machine learning
Uncertainty
Soil
Machine learning algorithms
Data fusion
geographic and climatic factors
machine learning
surface soil moisture
Digital Mapping and Scenario Prediction of Soil Salinity in Coastal Lands Based on Multi-Source Data Combined with Machine Learning Algorithms
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 14, 页码: 2681
作者:
Zhou, Mengge
;
Li, Yonghua
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收藏
  |  
浏览/下载:51/0
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提交时间:2024/09/19
soil salinity
soil salinity digital mapping
machine learning algorithms
CatBoost
random forest
Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 5062-5079
作者:
Wen, Peisong
;
Xu, Qianqian
;
Yang, Zhiyong
;
He, Yuan
;
Huang, Qingming
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收藏
  |  
浏览/下载:37/0
  |  
提交时间:2024/12/06
Optimization
Stability analysis
Stochastic processes
Measurement
Standards
Approximation algorithms
Machine learning algorithms
Machine learning
AUPRC
learning to rank
algorithm-dependent generalization
stability
Boosting On-Policy Actor-Critic With Shallow Updates in Critic
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 10
作者:
Li, Luntong
;
Zhu, Yuanheng
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收藏
  |  
浏览/下载:69/0
  |  
提交时间:2024/07/03
Artificial neural networks
Vectors
Task analysis
Training
Representation learning
Approximation algorithms
Optimization
Actor-critic
deep reinforcement learning (DRL)
proximal policy optimization (PPO)
shallow reinforcement learning (SRL)
Integrating Machine Learning Ensembles for Landslide Susceptibility Mapping in Northern Pakistan
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 6, 页码: 27
作者:
Ali, Nafees
;
Chen, Jian
;
Fu, Xiaodong
;
Ali, Rashid
;
Hussain, Muhammad Afaq
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2025/06/27
landslide susceptibility mapping
machine learning
baseline learning algorithms
ensemble learning algorithms
Data-Driven Learning Control Algorithms for Unachievable Tracking Problems
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 205-218
作者:
Zeyi Zhang
;
Hao Jiang
;
Dong Shen
;
Samer S. Saab
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收藏
  |  
浏览/下载:56/0
  |  
提交时间:2024/01/02
Data-driven algorithms
incomplete information
iterative learning control
gradient information
unachievable problems