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自动化研究所 [10]
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期刊论文 [16]
会议论文 [1]
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2020 [17]
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Deep prototypical networks based domain adaptation for fault diagnosis
期刊论文
JOURNAL OF INTELLIGENT MANUFACTURING, 2020, 页码: 11
作者:
Wang, Huanjie
;
Bai, Xiwei
;
Tan, Jie
;
Yang, Jiechao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/01/06
Bearing
Fault diagnosis
Domain adaptation
Prototype learning
Self-centralized jointly sparse maximum margin criterion for robust dimensionality reduction
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 206, 页码: 15
作者:
Hu, Liangchen
;
Xu, Jingke
;
Tian, Lei
;
Zhang, Wensheng
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  |  
浏览/下载:23/0
  |  
提交时间:2021/01/07
Maximum margin criterion
Robustness
Adaptive centroid
L-1,L-2-norm sparsity
Dimensionality reduction
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
作者:
Xie, Guo-Sen
;
Zhang, Zheng
;
Liu, Li
;
Zhu, Fan
;
Zhang, Xu-Yao
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  |  
浏览/下载:24/0
  |  
提交时间:2021/01/07
Training
Task analysis
Learning systems
Computational modeling
Optimization
Support vector machines
Principal component analysis
Feature learning
feature selection
least squares
subspace learning
A multi-view attention-based deep learning system for online deviant content detection
期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2020, 页码: 24
作者:
Liang, Yunji
;
Guo, Bin
;
Yu, Zhiwen
;
Zheng, Xiaolong
;
Wang, Zhu
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  |  
浏览/下载:16/0
  |  
提交时间:2021/01/07
Deviant content
Deep learning
Ensemble learning
View attention
Social media
Supervised Dimensionality Reduction Methods via Recursive Regression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3269-3279
作者:
Liu, Yun
;
Zhang, Rui
;
Nie, Feiping
;
Li, Xuelong
;
Ding, Chris
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  |  
浏览/下载:23/0
  |  
提交时间:2020/10/23
Dimensionality reduction
Linear discriminant analysis
Eigenvalues and eigenfunctions
Learning systems
Computer science
Optical imaging
Optics
Optimal scaling (OS)
orthogonal least squares regression (OLSR)
orthogonal linear discriminant analysis (OLDA)
recursive regression
supervised dimensionality reduction
Multiview Hybrid Embedding: A Divide-and-Conquer Approach
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 8, 页码: 3640-3653
作者:
Xu, Jiamiao
;
Yu, Shujian
;
You, Xinge
;
Leng, Mengjun
;
Jing, Xiao-Yuan
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浏览/下载:18/0
  |  
提交时间:2020/08/21
Kernel
Interviews
Manifolds
Benchmark testing
Geometry
Optimization
Cybernetics
Cross-view classification
Divide-and-Conquer
multiview hybrid embedding (MvHE)
multiview learning
Human posture recognition based on multiple features and rule learning
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2020, 页码: 12
作者:
Ding, Weili
;
Hu, Bo
;
Liu, Han
;
Wang, Xinming
;
Huang, Xiangsheng
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  |  
浏览/下载:27/0
  |  
提交时间:2020/07/06
Human posture recognition
Multiple features
Rule learning
A generalized least-squares approach regularized with graph embedding for dimensionality reduction
期刊论文
PATTERN RECOGNITION, 2020, 卷号: 98, 页码: 10
作者:
Shen, Xiang-Jun
;
Liu, Si-Xing
;
Bao, Bing-Kun
;
Pan, Chun-Hong
;
Zha, Zheng-Jun
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  |  
浏览/下载:14/0
  |  
提交时间:2020/03/30
Dimensionality reduction
Graph embedding
Subspace learning
Least-squares
Transfer Learning with Dynamic Distribution Adaptation
期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 卷号: 11, 期号: 1, 页码: 25
作者:
Wang, Jindong
;
Chen, Yiqiang
;
Feng, Wenjie
;
Yu, Han
;
Huang, Meiyu
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  |  
浏览/下载:12/0
  |  
提交时间:2020/12/10
Transfer learning
domain adaptation
distribution alignment
deep learning
subspace learning
kernel method
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
作者:
Xie, Yuan
;
Zhang, Wensheng
;
Qu, Yanyun
;
Dai, Longquan
;
Tao, Dacheng
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2020/03/30
Tensile stress
Manifolds
Encoding
Laplace equations
Semisupervised learning
Correlation
Optimization
Manifold regularization
multilinear
multiview features
nonlinear subspace clustering
tensor singular-value decomposition (t-SVD)
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