Correlation Coefficient of Modal Level Operators: An Application to Medical Diagnosis

Alex Bertei, Renata H. S. Reiser, Luciana Foss

2019

Abstract

This paper studies the correlation coefficient (A-CC) related to the Atanassov’s intuitionistic fuzzy sets (A-IFS) which are obtained as image of modal operators. Extended results from the action of A-CC over necessity and possibility modal operators are considered, determining the A-CC of A-IFS obtained as image of the !A and ?A modal level operators and discussing the main conditions under which the main properties related to such fuzzy sets are preserved by conjugate and complement operations. In addition, a simulation based on the proposal methodology using modal level operators is applied to a medical diagnosis analysis.

Paper Citation

in Harvard Style

Bertei A., Reiser R. and Foss L. (2019). Correlation Coefficient of Modal Level Operators: An Application to Medical Diagnosis. In Proceedings of the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) - Volume 1: FCTA; ISBN 978-989-758-384-1, SciTePress, pages 278-287. DOI: 10.5220/0008164602780287

in Bibtex Style

@conference{fcta19,
author={Alex Bertei and Renata H. S. Reiser and Luciana Foss},
title={Correlation Coefficient of Modal Level Operators: An Application to Medical Diagnosis},
booktitle={Proceedings of the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) - Volume 1: FCTA},
year={2019},
pages={278-287},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008164602780287},
isbn={978-989-758-384-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) - Volume 1: FCTA
TI - Correlation Coefficient of Modal Level Operators: An Application to Medical Diagnosis
SN - 978-989-758-384-1
AU - Bertei A.
AU - Reiser R.
AU - Foss L.
PY - 2019
SP - 278
EP - 287
DO - 10.5220/0008164602780287
PB - SciTePress