Taking Advantage of Typical Testor Algorithms for Computing Non-reducible Descriptors

Manuel Lazo-Cortés, José Martínez-Trinidad, J. Carrasco-Ochoa, Ventzeslav Valev, Mohammad Shamshiri, Adam Krzyżak

2022

Abstract

The concepts of non-reducible descriptor (NRD) and typical testor (TT) have been used for solving quite different pattern recognition problems, the former related to feature selection problems and the latter related to supervised classification. Both TT and NRD concepts are based on the idea of discriminating objects belonging to different classes. In this paper, we theoretically examine the connection between these two concepts. Then, as an example of the usefulness of our study, we present how the algorithms for computing typical testors can be used for computing non-reducible descriptors. We also discuss several future research directions motivated by this work.

Paper Citation

in Harvard Style

Lazo-Cortés M., Martínez-Trinidad J., Carrasco-Ochoa J., Valev V., Shamshiri M. and Krzyżak A. (2022). Taking Advantage of Typical Testor Algorithms for Computing Non-reducible Descriptors. In Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-758-549-4, pages 188-194. DOI: 10.5220/0010797300003122

in Bibtex Style

@conference{icpram22,
author={Manuel Lazo-Cortés and José Martínez-Trinidad and J. Carrasco-Ochoa and Ventzeslav Valev and Mohammad Shamshiri and Adam Krzyżak},
title={Taking Advantage of Typical Testor Algorithms for Computing Non-reducible Descriptors},
booktitle={Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2022},
pages={188-194},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010797300003122},
isbn={978-989-758-549-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - Taking Advantage of Typical Testor Algorithms for Computing Non-reducible Descriptors
SN - 978-989-758-549-4
AU - Lazo-Cortés M.
AU - Martínez-Trinidad J.
AU - Carrasco-Ochoa J.
AU - Valev V.
AU - Shamshiri M.
AU - Krzyżak A.
PY - 2022
SP - 188
EP - 194
DO - 10.5220/0010797300003122