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科研机构
自动化研究所 [7]
数学与系统科学研究院 [2]
新疆理化技术研究所 [1]
沈阳自动化研究所 [1]
合肥物质科学研究院 [1]
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期刊论文 [11]
会议论文 [1]
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2021 [12]
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Tensor-Based Reliable Multiview Similarity Learning for Robust Spectral Clustering on Uncertain Data
期刊论文
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:34/0
  |  
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
IEEE Transactions on Multimedia, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:
Yongqiang, Tang
;
Yuan, Xie
;
Chenyang, Zhang
;
Wensheng, Zhang
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  |  
浏览/下载:25/0
  |  
提交时间:2022/04/01
Multi-view learning
pairwise constraint
semi-supervised clustering
subspace learning
tensor singular value decomposition (t-SVD)
Learning-based Tensor Decomposition with Adaptive Rank Penalty for CNNs Compression
会议论文
Tokyo, Japan (online), September 8-10, 2021
作者:
Deli, Yu
;
Peipei, Yang
;
Cheng-Lin, Liu
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  |  
浏览/下载:109/0
  |  
提交时间:2021/07/01
low-rank decomposition
network compression
learning-based decomposition
adaptive rank penalty
Matrix optimization based Euclidean embedding with outliers
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2021, 卷号: 79, 期号: 2, 页码: 235-271
作者:
Zhang, Qian
;
Zhao, Xinyuan
;
Ding, Chao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/10/26
Euclidean embedding
Outliers
Matrix optimizationg
Low-rank matrix
Error bound
Joint latent low-rank and non-negative induced sparse representation for face recognition
期刊论文
APPLIED INTELLIGENCE, 2021
作者:
Wu, Mingna
;
Wang, Shu
;
Li, Zhigang
;
Zhang, Long
;
Wang, Ling
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  |  
浏览/下载:22/0
  |  
提交时间:2021/05/10
Face recognition
Elastic net regularization
Non-negative constraint
Low-rank learning
Sparse representation
Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 3, 页码: 1204-1216
作者:
Xu, Jiamiao
;
Wang, Fangzhao
;
Peng, Qinmu
;
You, Xinge
;
Wang, Shuo
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  |  
浏览/下载:24/0
  |  
提交时间:2021/04/27
Robustness
Laplace equations
Technological innovation
Learning systems
Data models
Gaussian noise
Convex functions
Block-diagonal representation learning
cross-view classification
low-rank representation
multiview learning
Web Objectionable Video Recognition Based on Deep Multi-Instance Learning With Representative Prototypes Selection
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 3, 页码: 1222-1233
作者:
Ding, Xinmiao
;
Li, Bing
;
Li, Yangxi
;
Guo, Wen
;
Liu, Yao
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  |  
浏览/下载:47/0
  |  
提交时间:2021/04/27
Feature extraction
Prototypes
Visualization
Support vector machines
Machine learning
Streaming media
Spectrogram
Representative prototype selection
objectionable video recognition
deep learning
Robust Kernelized Multiview Self-Representation for Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 868-881
作者:
Xie, Yuan
;
Liu, Jinyan
;
Qu, Yanyun
;
Tao, Dacheng
;
Zhang, Wensheng
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  |  
浏览/下载:49/0
  |  
提交时间:2021/03/29
Tensile stress
Kernel
Manifolds
Optimization
Learning systems
Correlation
Data models
Kernelization
multiview subspace learning
nonlinear subspace clustering
tensor singular value decomposition (t-SVD)
A survey and systematic assessment of computational methods for drug response prediction
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 232-246
作者:
Chen, Jinyu
;
Zhang, Louxin
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/06/01
Drug response prediction
regression model
low rank matrix factorization based approach
Bayesian inference
deep learning
benchmark
Learning from low-rank multimodal representations for predicting disease-drug associations
期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2021, 卷号: 21, 期号: SUPPL1, 页码: 1-12
作者:
Hu, PW (Hu, Pengwei) [1]
;
Huang, YA (Huang, Yu-An) [2]
;
Mei, J (Mei, Jing) [3]
;
Leung, H (Leung, Henry) [4]
;
Chen, ZH (Chen, Zhan-Heng) [1]
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/03/24
Disease-drug associations predictionLow-rank tensorsMultimodal fusion
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