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Author

Ari Ernesto Ortiz Castellanos

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

Published papers
1
Citations
0
Views
321
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225

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: 12 May 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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