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Semisupervised Progressive Representation Learning for Deep Multiview Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Chen, Rui
;
Tang, Yongqiang
;
Xie, Yuan
;
Feng, Wenlong
;
Zhang, Wensheng
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浏览/下载:81/0
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提交时间:2023/11/17
Representation learning
Training
Data models
Task analysis
Complexity theory
Semisupervised learning
Optimization
Deep clustering
multiview clustering
progressive sample learning
semisupervised learning
TREPH: A Plug-In Topological Layer for Graph Neural Networks
期刊论文
Entropy, 2023, 卷号: 25, 期号: 2, 页码: 331
作者:
Ye, Xue
;
Sun, Fang
;
Xiang, Shiming
Adobe PDF(1918Kb)
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浏览/下载:103/26
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提交时间:2023/06/19
graph neural network
graph representation learning
topological data analysis
extended persistent homology
Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1105-1121
作者:
Yue Zhou
;
Xin Luo
;
MengChu Zhou
Adobe PDF(1723Kb)
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浏览/下载:122/61
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提交时间:2023/04/26
Big data analysis.
cryptocurrency transaction network embedding (CTNE)
dynamic network
network embedding
network representation
static network
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
Adobe PDF(3206Kb)
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浏览/下载:111/38
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提交时间:2023/09/22
Deep matrix factorization (DMF)
diversity
hypergraph regularization
multi-view data representation (MDR)
Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406
作者:
Fanghui Bi
;
Xin Luo
;
Bo Shen
;
Hongli Dong
;
Zidong Wang
Adobe PDF(2741Kb)
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浏览/下载:122/48
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提交时间:2023/05/29
Data science
high-dimensional and incomplete data
knowledge acquisition
industrial application
nonnegative latent factor analysis (NLFA)
proximal alternating direction method of multipliers
representation learning
Class-Oriented Self-Learning Graph Embedding for Image Compact Representation
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
作者:
Hu, Liangchen
;
Dai, Zhenlei
;
Tian, Lei
;
Zhang, Wensheng
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浏览/下载:166/0
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提交时间:2023/03/20
Sparse matrices
Manifolds
Machine learning algorithms
Laplace equations
Heuristic algorithms
Data models
Data mining
Adaptive graph learning
separability examination
marginal information preserving
L-2,L-p-norm sparsity
compact representation
Deep Neural Network Self-Distillation Exploiting Data Representation Invariance
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 257-269
作者:
Xu, Ting-Bing
;
Liu, Cheng-Lin
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浏览/下载:177/0
  |  
提交时间:2022/02/16
Training
Nonlinear distortion
Data models
Neural networks
Knowledge engineering
Network architecture
Generalization error
network compression
representation invariance
self-distillation (SD)
Causal Reasoning Meets Visual Representation Learning: A Prospective Study
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511
作者:
Yang Liu
;
Yu-Shen Wei
;
Hong Yan
;
Guan-Bin Li
;
Liang Lin
Adobe PDF(3224Kb)
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浏览/下载:4/0
  |  
提交时间:2024/04/23
Causal reasoning
visual representation learning
reliable artificial intelligence
spatial-temporal data
multi-modal analysis
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
;
Jing, Xiao-Yuan
;
Chen, C. L. Philip
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浏览/下载:257/0
  |  
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
Heterogeneous Knowledge-Based Attentive Neural Networks for Short-Term Music Recommendations
期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 58990-59000
作者:
Lin, Qika
;
Niu, Yaoqiang
;
Zhu, Yifan
;
Lu, Hao
;
Mushonga, Keith Zvikomborero
;
Niu, Zhendong
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浏览/下载:245/0
  |  
提交时间:2019/01/08
Heterogeneous knowledge
data embedding
entity representation
attentive neural networks
short-term music recommendation