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Diverse Deep Matrix Factorization With Hypergraph Regularization for Multi-View Data Representation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2154-2167
作者:
Haonan Huang
;
Guoxu Zhou
;
Naiyao Liang
;
Qibin Zhao
;
Shengli Xie
收藏
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浏览/下载:4/0
  |  
提交时间:2023/09/22
Deep matrix factorization (DMF)
diversity
hypergraph regularization
multi-view data representation (MDR)
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
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  |  
浏览/下载:37/0
  |  
提交时间:2022/07/25
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Graph Regularized Encoder-Decoder Networks for Image Representation Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3124-3136
作者:
Yang, Shijie
;
Li, Liang
;
Wang, Shuhui
;
Zhang, Weigang
;
Huang, Qingming
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  |  
浏览/下载:22/0
  |  
提交时间:2021/12/01
Laplace equations
Visualization
Manifolds
Image reconstruction
Task analysis
Decoding
Semantics
Auto-encoder
encoder-decoder
graph regularizer
image representation learning
Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering
期刊论文
NEURAL PROCESSING LETTERS, 2020, 页码: 16
作者:
Zhu, Xiaofei
;
Do, Khoi Duy
;
Guo, Jiafeng
;
Xu, Jun
;
Dietze, Stefan
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  |  
浏览/下载:10/0
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提交时间:2020/12/10
Deep neural networks
Stacked autoencoder
Manifold constraint
Clustering
Completion of multiview missing data based on multi-manifold regularised non-negative matrix factorisation
期刊论文
Artificial Intelligence Review, 2020, 卷号: 53, 期号: 7, 页码: 5411-5428
作者:
Jing-Tao, Sun
;
Qiu-Yu, Zhang
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  |  
浏览/下载:17/0
  |  
提交时间:2020/11/14
Classification (of information)
Factorization
Gaussian distribution
Linear regression
Predictive analytics
Missing data
Multi-manifold regularised
Multi-view clustering
Multisource data
Non-negative matrix factorisation
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
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
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浏览/下载:51/0
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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)
Visual object tracking via a manifold regularized discriminative dual dictionary model
期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 272-280
作者:
Wang, Lingfeng
;
Pan, Chunhong
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浏览/下载:63/0
  |  
提交时间:2019/07/11
Visual tracking
Dictionary learning
Dual dictionary
Manifold regularization
A generalized multi-dictionary least squares framework regularized with multi-graph embeddings
期刊论文
PATTERN RECOGNITION, 2019, 卷号: 90, 页码: 1-11
作者:
Abeo, Timothy Apasiba
;
Shen, Xiang-Jun
;
Bao, Bing-Kun
;
Zha, Zheng-Jun
;
Fan, Jianping
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  |  
浏览/下载:53/0
  |  
提交时间:2019/12/16
Multi-view dimension reduction
Least squares
Multiple graphs
Feature extraction
Classification
Salient object detection by local and global manifold regularized SVM mode
期刊论文
Neurocomputing, 2019, 页码: -
-
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浏览/下载:4/0
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提交时间:2019/12/02
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