Skip to content

Fuzzy extensions of the dominance-based rough set approach

Research output: Contribution to journalArticlepeer-review

In this paper, we first review existing fuzzy extensions of the dominance-based rough set approach (DRSA), and advance the theory considering additional properties. Moreover, we examine the application of Ordered Weighted Average (OWA) operators to fuzzy DRSA. OWA operators have shown a lot of potential in handling outliers and noisy data in decision tables, when they are combined with the indiscernibility-based rough set approach (IRSA). We examine theoretical properties of the proposed hybridisation of OWA operators with fuzzy DRSA. At the end, we experimentally compare the robustness of the standard fuzzy DRSA approach with the OWA one.
Original languageEnglish
Pages (from-to)1-19
JournalInternational Journal of Approximate Reasoning
Early online date12 Nov 2020
Publication statusPublished - 1 Feb 2021


  • Fuzzy Extensions

    Accepted author manuscript (Post-print), 577 KB, PDF document

    Due to publisher’s copyright restrictions, this document is not freely available to download from this website until: 12/11/21

    Licence: CC BY-NC-ND

Related information

Relations Get citation (various referencing formats)

ID: 25827802