TARU PUBLICATIONS
Author

Chuan-Ming Liu

Department of Computer Science and Information Engineering National Taipei University of Technology 1, Sec. 3, Zhongxiao E. Rd., Taipei, 10608, Taiwan (R.O.C.)

Published papers
1
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0
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104
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27

Publications

1 paper
Open Access Research Article·pp. 2139–2153·Vol. 47, Issue 6Jun 2026

Approach of VAEs in handling incomplete heterogeneous data

Ari Ernesto Ortiz Castellanos, Chuan-Ming Liu

Published Online: 01 Jun 2026DOI: 10.47974/JIOS-1963

In this paper: The latent structure found in vast, intricate, high-dimensional datasets is effectively and accurately captured by Variational autoencoders (VAEs). Existing VAE architectures struggle with issues comm...

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