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 [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 [39]
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期刊论文 [38]
会议论文 [1]
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2025 [1]
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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:
Zhang, Zhao
;
Yin, Fang
;
Zhu, Yunqiang
;
Liu, Lei
  |  
收藏
  |  
浏览/下载:12/0
  |  
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
  |  
收藏
  |  
浏览/下载:12/0
  |  
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
  |  
收藏
  |  
浏览/下载:4/0
  |  
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
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
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/02/27
Landslide dam
life span prediction
machine learning algorithms
database
landslide dam type
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
  |  
收藏
  |  
浏览/下载:140/0
  |  
提交时间:2023/11/06
Urban landscapes
Diurnal land surface temperature
Block scale
Machine learning algorithms
Urban heat island
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
  |  
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
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
  |  
收藏
  |  
浏览/下载:28/0
  |  
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
  |  
收藏
  |  
浏览/下载:20/0
  |  
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
  |  
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate
An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 11, 页码: 3129-3140
作者:
Li, Kun
;
Yuan, Liang
;
Zhang, Yunquan
;
Chen, Gongwei
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2022/12/07
Clustering algorithms
Training
Mathematical models
Computational modeling
Libraries
Kernel
Support vector machines
Distributed machine learning
scalable algorithm
large-scale clustering
parallel regression