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UNSUPERVISED ADAPTATION FOR HIGH-DIMENSIONAL WITH LIMITED-SAMPLE DATA CLASSIFICATION USING VARIATIONAL AUTOENCODER

Mahmud, MS; Huang, JZ; Fu, XH; Ruby, R; Wu, KS

Huang, JZ (corresponding author), Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China.

COMPUTING AND INFORMATICS, 2021; 40 (1): 1

Abstract

High-dimensional with limited-sample size (HDLSS) datasets exhibit two critical problems: (1) Due to the insufficiently small-sample size, there is a ......

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