Extension of the Fuzzy Dominance-Based Rough Set Approach Using Ordered Weighted Average Operators

DOI

10.2991/eusflat-19.2019.73How to use a DOI?

Keywords

Dominance-based rough set approach Fuzzy logic Ordered Weighted Average

Abstract

In the article we first review some known results on fuzzy versions of the dominance-based rough set approach (DRSA) where we expand the theory considering additional properties. Also, we apply Ordinal Weighted Average (OWA) operators in fuzzy DRSA. OWA operators have shown a lot of potential in handling outliers and noisy data in decision tables when it is combined with the indiscernibility-based rough set approach (IRSA). We examine theoretical properties of the proposed combination with fuzzy DRSA.

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Marko Palangetić
AU  - Chris Cornelis
AU  - Salvatore Greco
AU  - Roman Słowiński
PY  - 2019/08
DA  - 2019/08
TI  - Extension of the Fuzzy Dominance-Based Rough Set Approach Using Ordered Weighted Average Operators
BT  - Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019)
PB  - Atlantis Press
SP  - 528
EP  - 535
SN  - 2589-6644
UR  - https://doi.org/10.2991/eusflat-19.2019.73
DO  - 10.2991/eusflat-19.2019.73
ID  - Palangetić2019/08
ER  -