High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder

2019 ◽  
pp. 30-42 ◽  
Author(s):  
Mohammad Sultan Mahmud ◽  
Xianghua Fu ◽  
Joshua Zhexue Huang ◽  
Md. Abdul Masud
Keyword(s):  
Data Classification ◽  
High Dimensional ◽  
Biomedical Data ◽  
Limited Sample ◽  
Variational Autoencoder

scholarly journals Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational Autoencoder

2021 ◽  
Vol 40 (1) ◽  
pp. 1-28
Author(s):  
Mohammad Sultan Mahmud ◽  
Joshua Zhexue Huang ◽  
Xianghua Fu ◽  
Rukhsana Ruby ◽  
Kaishun Wu
Keyword(s):  
Data Classification ◽  
High Dimensional ◽  
Limited Sample ◽  
Variational Autoencoder ◽  
Sample Data

scholarly journals Symbolic representation based on trend features for biomedical data classification

2015 ◽  
Vol 23 (s2) ◽  
pp. S501-S510
Author(s):  
Hong Yin ◽  
Shuqiang Yang ◽  
Xiaoqian Zhu ◽  
Shaodong Ma ◽  
Liqian Chen
Keyword(s):  
Data Classification ◽  
Symbolic Representation ◽  
Biomedical Data

A modular eigen subspace scheme for high-dimensional data classification

2004 ◽  
Vol 20 (7) ◽  
pp. 1131-1143 ◽  
Author(s):  
Yang-Lang Chang ◽  
Chin-Chuan Han ◽  
Fan-Di Jou ◽  
Kuo-Chin Fan ◽  
K.S. Chen ◽  
...  
Keyword(s):  
High Dimensional Data ◽  
Data Classification ◽  
High Dimensional
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