中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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自动化研究所 [50]
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期刊论文 [65]
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Clustering dimensionless learning for multiple-physical-regime systems
期刊论文
OAI收割
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
作者:
Zhang, Lei
;
Xu, Zhaoyue
;
Wang, Shizhao
;
He, Guowei
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/03/11
Cluster
Active subspace
Data-driven dimensional analysis
Machine learning
Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Zhang, Wensheng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
Affine subspace
low-rank representation
low-rank tensor
multi-view learning
subspace clustering
Learning specific and conserved features of multi-layer networks
期刊论文
OAI收割
INFORMATION SCIENCES, 2023, 卷号: 622, 页码: 930-945
作者:
Wu, Wenming
;
Yang, Tao
;
Ma, Xiaoke
;
Zhang, Wensheng
;
Li, He
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2023/02/22
Multi-layer networks
Matrix factorization
Graph clustering
Joint learning
Visual Superordinate Abstraction for Robust Concept Learning
期刊论文
OAI收割
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 79-91
作者:
Qi Zheng
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/01/18
Concept learning
visual question answering
weakly-supervised learning
multi-modal learning
curriculum learning
Robust deep multi-view subspace clustering networks with a correntropy-induced metric
期刊论文
OAI收割
APPLIED INTELLIGENCE, 2022, 页码: 17
作者:
Si, Xiaomeng
;
Yin, Qiyue
;
Zhao, Xiaojie
;
Yao, Li
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/06/10
Subspace clustering
Multi-view learning
Deep clustering
Consistency
Diversity
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 2, 页码: 640-652
作者:
Gu, Jingjing
;
Zhou, Qiang
;
Yang, Jingyuan
;
Liu, Yanchi
;
Zhuang, Fuzhen
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/12/07
Sparse matrices
Urban areas
Satellite broadcasting
Redundancy
Predictive models
Data models
Matrix converters
Dockless bike sharing system
pattern exploitation
interpretable base matrices
flow prediction
Consistent and diverse multi-View subspace clustering with structure constraint
期刊论文
OAI收割
PATTERN RECOGNITION, 2022, 卷号: 121, 页码: 15
作者:
Si, Xiaomeng
;
Yin, Qiyue
;
Zhao, Xiaojie
;
Yao, Li
  |  
收藏
  |  
浏览/下载:107/0
  |  
提交时间:2021/11/03
Subspace self-representation
Multi-view clustering
Consistency
Diversity
Clustering structure
Tensor-Based Reliable Multiview Similarity Learning for Robust Spectral Clustering on Uncertain Data
期刊论文
OAI收割
IEEE TRANSACTIONS ON RELIABILITY, 2021, 卷号: 70, 期号: 3, 页码: 916-930
作者:
Li, Ao
;
Chen, Jiajia
;
Chen, Deyun
;
Yu, Xiaoyang
;
Yuan, Mengke
  |  
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/11/03
Tensors
Matrix decomposition
Adaptation models
Data models
Probabilistic logic
Learning systems
Image reconstruction
Low-rank approximation
multiview clustering
similarity learning
tensor analysis
Constrained Tensor Representation Learning for Multi-View Semi-Supervised Subspace Clustering
期刊论文
OAI收割
IEEE Transactions on Multimedia, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:
Yongqiang, Tang
;
Yuan, Xie
;
Chenyang, Zhang
;
Wensheng, Zhang
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/04/01
Multi-view learning
pairwise constraint
semi-supervised clustering
subspace learning
tensor singular value decomposition (t-SVD)
A New Subspace Clustering Strategy for AI-Based Data Analysis in IoT System
期刊论文
OAI收割
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 16, 页码: 12540-12549
作者:
Cui, Zhihua
;
Jing, Xuechun
;
Zhao, Peng
;
Zhang, Wensheng
;
Chen, Jinjun
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/11/02
Sparse matrices
Internet of Things
Clustering algorithms
Correlation
Artificial intelligence
Servers
Hyperspectral imaging
Close neighbors
data analysis
hyperspectral images (HSIs)
Internet of Things (IoT)
subspace clustering