Extension of the Fuzzy Dominance-Based Rough Set Approach Using Ordered Weighted Average Operators
Marko Palangetić, Chris Cornelis, Salvatore Greco, Roman Słowiński
Available Online August 2019.
- 10.2991/eusflat-19.2019.73How to use a DOI?
- Dominance-based rough set approach Fuzzy logic Ordered Weighted Average
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.
- © 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/).
Cite this article
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 -