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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 [12]
地理科学与资源研究所 [7]
计算技术研究所 [7]
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OAI收割 [40]
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期刊论文 [39]
会议论文 [1]
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2025 [1]
2024 [3]
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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:
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收藏
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浏览/下载:17/0
  |  
提交时间:2025/03/18
SDGSAT-1 TIS
Rock-forming minerals
Karamaili ophiolitem & eacute
lange belt
Lithology mapping
Machine learning algorithms
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
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浏览/下载:15/0
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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:10/0
  |  
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
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
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收藏
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浏览/下载:0/0
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提交时间:2025/06/27
landslide susceptibility mapping
machine learning
baseline learning algorithms
ensemble learning algorithms
Investigation of landslide dam life span using prediction models based on multiple machine learning algorithms
期刊论文
OAI收割
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 20
作者:
Wu, Hao
;
Nian, Tingkai
;
Shan, Zhigang
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收藏
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浏览/下载:18/0
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提交时间:2024/02/27
Landslide dam
life span prediction
machine learning algorithms
database
landslide dam type
Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15494-15511
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Hou, Wenzheng
;
Bao, Shilong
;
He, Yuan
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收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/05/20
Optimization
Training
Perturbation methods
Machine learning
Receivers
Machine learning algorithms
Linear programming
AUC Optimization
adversarial learning
machine learning
How do 2D/3D urban landscapes impact diurnal land surface temperature: Insights from block scale and machine learning algorithms
期刊论文
OAI收割
SUSTAINABLE CITIES AND SOCIETY, 2023, 卷号: 99, 页码: 17
作者:
Han, Dongrui
;
An, Hongmin
;
Cai, Hongyan
;
Wang, Fei
;
Xu, Xinliang
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收藏
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浏览/下载:157/0
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提交时间:2023/11/06
Urban landscapes
Diurnal land surface temperature
Block scale
Machine learning algorithms
Urban heat island
Performance Assessment of Four Data-Driven Machine Learning Models: A Case to Generate Sentinel-2 Albedo at 10 Meters
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 10
作者:
Chen, Hao
;
Lin, Xingwen
;
Sun, Yibo
;
Wen, Jianguang
;
Wu, Xiaodan
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收藏
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浏览/下载:31/0
  |  
提交时间:2023/07/03
Sentinel-2
albedo
data-driven machine learning algorithms
remote sensing
Class-Oriented Self-Learning Graph Embedding for Image Compact Representation
期刊论文
OAI收割
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
作者:
Hu, Liangchen
;
Dai, Zhenlei
;
Tian, Lei
;
Zhang, Wensheng
  |  
收藏
  |  
浏览/下载:21/0
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提交时间:2023/03/20
Sparse matrices
Manifolds
Machine learning algorithms
Laplace equations
Heuristic algorithms
Data models
Data mining
Adaptive graph learning
separability examination
marginal information preserving
L-2,L-p-norm sparsity
compact representation
Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization
期刊论文
OAI收割
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
作者:
Gao, Juan
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Yakui
;
Gu, Junhua
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收藏
  |  
浏览/下载:31/0
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提交时间:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate