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2021 [15]
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An efficient Nystrom spectral clustering algorithm using incomplete Cholesky decomposition
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 186, 页码: 11
作者:
Jia, Hongjie
;
Wang, Liangjun
;
Song, Heping
;
Mao, Qirong
;
Ding, Shifei
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/12/01
Spectral clustering
Nystrom approximation
Incomplete Cholesky decomposition
Large data set
Exploring cell-specific miRNA regulation with single-cell miRNA-mRNA co-sequencing data
期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22
作者:
Zhang, Junpeng
;
Liu, Lin
;
Xu, Taosheng
;
Zhang, Wu
;
Zhao, Chunwen
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  |  
浏览/下载:149/0
  |  
提交时间:2022/01/10
miRNA
mRNA
Single-cell miRNA-mRNA co-sequencing
Pseudo-cell interpolation
Cell-specific miRNA regulation
Single-cell clustering analysis
Cell-cell crosstalk
Chronic myelogenous leukemia
Joint Deep Multi-View Learning for Image Clustering
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 11, 页码: 3594-3606
作者:
Xie, Yuan
;
Lin, Bingqian
;
Qu, Yanyun
;
Li, Cuihua
;
Zhang, Wensheng
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  |  
浏览/下载:83/0
  |  
提交时间:2021/11/03
Clustering methods
Feature extraction
Electronic mail
Correlation
Learning systems
Clustering algorithms
Machine learning
Multi-view clustering
deep learning
multi-view fusion
Active Universal Domain Adaptation
会议论文
Montreal, QC, Canada, 11-17 October 2019
作者:
Ma, Xinhong
;
Gao, Junyu
;
Xu, Changsheng
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  |  
浏览/下载:10/0
  |  
提交时间:2022/06/17
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:29/0
  |  
提交时间:2022/04/01
Multi-view learning
pairwise constraint
semi-supervised clustering
subspace learning
tensor singular value decomposition (t-SVD)
Combining K-Means Clustering and Random Forest to Evaluate the Gas Content of Coalbed Bed Methane Reservoirs
期刊论文
GEOFLUIDS, 2021, 卷号: 2021, 页码: 8
作者:
Yu, Jie
;
Zhu, Linqi
;
Qin, Ruibao
;
Zhang, Zhansong
;
Li Li
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  |  
浏览/下载:13/0
  |  
提交时间:2021/11/16
A New Subspace Clustering Strategy for AI-Based Data Analysis in IoT System
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 16, 页码: 12540-12549
作者:
Cui, Zhihua
;
Jing, Xuechun
;
Zhao, Peng
;
Zhang, Wensheng
;
Chen, Jinjun
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浏览/下载:56/0
  |  
提交时间:2021/11/02
Sparse matrices
Internet of Things
Clustering algorithms
Correlation
Artificial intelligence
Servers
Hyperspectral imaging
Close neighbors
data analysis
hyperspectral images (HSIs)
Internet of Things (IoT)
subspace clustering
A signal analysis and identification scheme for an online multiphase micron-sized particle analyzer system
期刊论文
Measurement Science and Technology, 2021, 卷号: 32, 期号: 8
作者:
Wang,Fuhai
;
Cao,Hongjian
;
Wang,Pingping
;
Guo,Xiaokang
;
Han,Jinlong
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  |  
浏览/下载:29/0
  |  
提交时间:2021/08/31
Electrical Sensing Zone
Multiphase Microparticle Detection
Wavelet Threshold Denoising
Morphological Filtering
Feature Recognition
Hierarchical Clustering
One-Step Multiview Subspace Segmentation via Joint Skinny Tensor Learning and Latent Clustering
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 15
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Zhang, Changqing
;
Zhang, Zhizhong
;
Zhang, Wensheng
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2022/01/27
Tensors
Optimization
Clustering methods
Computational modeling
Clustering algorithms
Semantics
Matrix decomposition
Multiview clustering
multiview representations
subspace clustering
tensor singular value decomposition (t-SVD)
Robust unsupervised small area change detection from SAR imagery using deep learning
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 173, 页码: 79-94
作者:
Zhang, Xinzheng
;
Su, Hang
;
Zhang, Ce
;
Gu, Xiaowei
;
Tan, Xiaoheng
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  |  
浏览/下载:47/0
  |  
提交时间:2021/06/10
Change detection
Synthetic aperture radar
Difference image
Fuzzy c-means algorithm
Deep learning
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