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科研机构
自动化研究所 [4]
数学与系统科学研究院 [2]
新疆理化技术研究所 [1]
重庆绿色智能技术研究... [1]
沈阳自动化研究所 [1]
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期刊论文 [9]
发表日期
2021 [9]
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Towards embedding information diffusion data for understanding big dynamic networks
期刊论文
NEUROCOMPUTING, 2021, 卷号: 466, 页码: 265-284
作者:
Yang, Hong
;
Zhang, Peng
;
Wang, Haishuai
;
Zhou, Chuan
;
Li, Zhao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/04/02
Network coarsening
Information diffusion
Graph data mining
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:
Hu, Liangchen
;
Zhang, Wensheng
;
Dai, Zhenlei
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  |  
浏览/下载:26/0
  |  
提交时间:2022/02/16
Feature selection and extraction
joint L-2,L-1-norms sparsity
locality-aware graph learning
marginal representation learning
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Min, Wenwen
;
Wan, Xiang
;
Chang, Tsung-Hui
;
Zhang, Shihua
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  |  
浏览/下载:8/0
  |  
提交时间:2022/04/02
Gene expression
Biology
Biological system modeling
Principal component analysis
Mathematical model
Data models
Big Data
Absolute-valued graph regularization
graph regularization
sparse learning
structured sparse singular value decomposition (SVD)
Unified Cross-domain Classification via Geometric and Statistical Adaptations
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 9
作者:
Liu, Weifeng
;
Li, Jinfeng
;
Liu, Baodi
;
Guan, Weili
;
Zhou, Yicong
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  |  
浏览/下载:20/0
  |  
提交时间:2021/01/06
Domain adaptation
Statistical adaptation
Maximum mean discrepancy (MMD)
Geometric adaptation
Nystrom method
CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:
Lu, Yi
;
Chen, Yaran
;
Zhao, Dongbin
;
Liu, Bao
;
Lai, Zhichao
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  |  
浏览/下载:34/0
  |  
提交时间:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.
Total Variation Constrained Non-Negative Matrix Factorization for Medical Image Registration
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1025-1037
作者:
Chengcai Leng
;
Hai Zhang
;
Guorong Cai
;
Zhen Chen
;
Anup Basu
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  |  
浏览/下载:48/0
  |  
提交时间:2021/04/09
Data clustering
dimension reduction
image registration
non-negative matrix factorization (NMF)
total variation (TV)
Highly-Accurate Community Detection via Pointwise Mutual Information-Incorporated Symmetric Non-Negative Matrix Factorization
期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 卷号: 8, 期号: 1, 页码: 463-476
作者:
Luo, Xin
;
Liu, Zhigang
;
Shang, Mingsheng
;
Lou, Jungang
;
Zhou, MengChu
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  |  
浏览/下载:21/0
  |  
提交时间:2021/04/20
Detectors
Symmetric matrices
Image edge detection
Social networking (online)
Topology
Measurement
Knowledge engineering
Computational Intelligence
Social Network
Network Representation
Community Detection
Pointwise Mutual Information
Symmetric and Non-negative Matrix Factorization
Graph-regularization
LDGRNMF: LncRNA-disease associations prediction based on graph regularized non-negative matrix factorization
期刊论文
NEUROCOMPUTING, 2021, 卷号: 424, 期号: 2, 页码: 236-245
作者:
Wang, MN (Wang, Mei-Neng)[ 1 ]
;
You, ZH (You, Zhu-Hong)[ 2 ]
;
Wang, L (Wang, Lei)[ 2,3 ]
;
Li, LP (Li, Li-Ping)[ 2 ]
;
Zheng, K (Zheng, Kai)[ 4 ]
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  |  
浏览/下载:54/0
  |  
提交时间:2021/03/05
LncRNA-disease associations
LncRNA-disease similarity
Nonnegative matrix factorization
Graph regularization
Dynamic and reliable subtask tracker with general schatten p-norm regularization
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 120, 页码: 1-14
作者:
Fan BJ(范保杰)
;
Cong Y(丛杨)
;
Tian JD(田建东)
;
Tang YD(唐延东)
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/09/09
Reliable multi-subtask tracking
Weighted schatten p-norm
Hyper-graph regularization
Decision-evaluation strategy
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