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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 [121]
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期刊论文 [96]
会议论文 [25]
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2026 [1]
2025 [5]
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浏览/检索结果:
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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
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/03/16
flood regime metrics
class prediction
machine learning algorithms
hydrological model
Real-Time Reconstruction of the Temperature Field of NSRT's Back-Up Structure Based on Improved RIME-XGBoost
期刊论文
OAI收割
SENSORS, 2025, 卷号: 25, 期号: 24, 页码: 7410
作者:
Zhang, Shi-Jiao
;
Xu, Qian
;
Wang, Hui
;
Xue, Fei
;
He, Fei-Long
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/03/11
radio telescope
back-up structure
environmental sensing
temperature field
thermal prediction model
machine learning
eXtreme Gradient Boosting (XGBoost)
meta-heuristic algorithms
RIME optimization algorithm
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
  |  
收藏
  |  
浏览/下载:0/0
  |  
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:23/0
  |  
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:1/0
  |  
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
  |  
收藏
  |  
浏览/下载:52/0
  |  
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
Research on hot deformation behavior of Cu-Ti alloy based on machine learning algorithms and microalloying
期刊论文
OAI收割
MATERIALS TODAY COMMUNICATIONS, 2024, 卷号: 39, 页码: 9
作者:
Zhang, Mengxiao
;
Chen, Dayong
;
Liu, Huan
;
Zhang, Yanyan
;
Song, Hongwu
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/04/27
Cu-Ti alloy
Constitutive equations
Thermal processing maps
Machine learning algorithms
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
  |  
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)