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 [66]
计算技术研究所 [26]
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OAI收割 [136]
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期刊论文 [121]
会议论文 [7]
学位论文 [6]
EI期刊论文 [1]
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期刊 [1]
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2025 [3]
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A deep learning architecture for aligning cross-domain geographic knowledge graph
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2025, 卷号: N/A
作者:
Qiu, Qinjun
;
Zheng, Shiyu
;
Li, Jiali
;
Tian, Miao
;
Li, Zixuan
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/04/21
Knowledge graph alignment
graph neural network
geographic text
geographic information retrieval
deep learning
A robust framework for accurate land surface temperature retrieval: Integrating split-window into knowledge-guided machine learning approach
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2025, 卷号: 318, 页码: 114609
作者:
Cheng, Yuanliang
;
Wu, Hua
;
Li, Zhao-Liang
;
Goettsche, Frank-M.
;
Zhang, Xingxing
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/03/18
Land surface temperature
Retrieval
Knowledge-guided machine learning
Split-window
Validation
ACWCD: Utilizing Inherent Transformers Information and Prior Knowledge for Weakly Supervised Change Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4402614
作者:
Liu, Wenhao
;
Yu, Zhuoyuan
;
Luo, Bin
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/03/18
Cams
Transformers
Feature extraction
Neural networks
Training
Data mining
Remote sensing
Refining
Deep learning
Decoding
Change detection (CD)
class activation maps (CAMs)
deep learning
high-resolution images
multihead self-attention (MHSA)
prior knowledge
transformers
weakly supervised learning
The Construction of a Mountain Vegetation Knowledge Graph Incorporating With Geographical Principles, Maps, and Remote Sensing Images
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 4416215
作者:
Yao, Yonghui
;
Liu, Yulian
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/01/17
Vegetation mapping
Knowledge graphs
Spatiotemporal phenomena
Geoscience
Remote sensing
Data models
Ontologies
Data mining
Semantics
Geography
Climate change
Deep learning
geographical principles
geoscience knowledge graph (GKG)
remote sensing (RS)
spatiotemporal information
vegetation distribution
Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800
作者:
He, Yuting
;
Chen, Yiqiang
;
Yang, XiaoDong
;
Yu, Hanchao
;
Huang, Yi-Hua
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/12/06
Data models
Training
Servers
Collaborative work
Adaptation models
Convergence
Feature extraction
Federated learning
knowledge distillation
non-identically distributed
deep learning
catastrophic forgetting
MetaTKG plus plus : Learning evolving factor enhanced meta-knowledge for temporal knowledge graph reasoning
期刊论文
OAI收割
PATTERN RECOGNITION, 2024, 卷号: 155, 页码: 12
作者:
Xia, Yuwei
;
Zhang, Mengqi
;
Liu, Qiang
;
Wang, Liang
;
Wu, Shu
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/09/09
Knowledge extraction
Temporal knowledge graph
Meta-learning
Evolution pattern
FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence
期刊论文
OAI收割
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:
Wu, Zhiyuan
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/12/06
Computer architecture
Training
Servers
Computational modeling
Data models
Adaptation models
Performance evaluation
Distributed architecture
edge computing
personalized federated learning
knowledge distillation
communication efficiency
Developing a machine learning-based instrument for subjective well-being assessment on Weibo and its psychological significance: An evaluative and interpretive research
期刊论文
OAI收割
APPLIED PSYCHOLOGY-HEALTH AND WELL BEING, 2024, 页码: 20
作者:
Han, Nuo
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/09/18
domain knowledge
life satisfaction
machine learning
social media
subjective well-being
Weibo
STAGE: a spatiotemporal-knowledge enhanced multi-task generative adversarial network (GAN) for trajectory generation
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2024, 卷号: N/A, 页码: 28
作者:
Cao, Zhongcai
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/10/08
Trajectory generation
generative adversarial network
multi-task learning
spatial consistency loss
knowledge-guided GeoAI
Variational Distillation for Multi-View Learning
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 4551-4566
作者:
Tian, Xudong
;
Zhang, Zhizhong
;
Wang, Cong
;
Zhang, Wensheng
;
Qu, Yanyun
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/09/09
Mutual information
Task analysis
Representation learning
Predictive models
Optimization
Visualization
Pattern analysis
Multi-view learning
information bottleneck
mutual information
variational inference
knowledge distillation