Ontology Engineering Group at Universidad Politécnica de Madrid

There is a newer version of the record available.

Published December 20, 2022 | Version tidy-data-into-image-PCA_tSNE
Software Open

TINTO: A novel algorithm for converting tidy data into synthetic image

Authors/Creators

  • 1. Universidad Politécnica de Madrid
  • 2. Universidad de Castilla-La Mancha

Description

This is a novel script for converting Tidy Data into images. For this versión only use PCA and t-SNE algorithms and Blurring technique

Notes

If you use this software, please cite it as below.

Files

manwestc/TINTO-tidy-data-into-image-PCA_tSNE.zip

Files (1.1 MB)

Additional details

Related works

Is published in
Journal article: 10.1016/j.inffus.2022.10.011 (DOI)
Is supplement to
Software: https://github.com/manwestc/TINTO (URL)

References

  • Talla-Chumpitaz, R., Castillo-Cara, M., Orozco-Barbosa, L., & García-Castro, R. (2023). A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation. Information Fusion, 91, 173-186.