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Comparison of six types of rough approximations based on j-neighborhood space and j-adhesion neighborhood space

  • Mohammed Atef
  • , Ahmed Mostafa Khalil
  • , Sheng Gang Li
  • , A. A. Azzam
  • , Abd El Fattah El Atik

Research output: Contribution to journalArticlepeer-review

60 Scopus citations

Abstract

In this paper, we generalize three types of rough set models based on j-neighborhood space (i.e, type 1 j-neighborhood rough set, type 2 j-neighborhood rough set, and type 3 j-neighborhood rough set), and investigate some of their basic properties. Also, we present another three types of rough set models based on j-adhesion neighborhood space (i.e, type 4 j-adhesion neighborhood rough set, type 5 j-adhesion neighborhood rough set, and type 6 j-adhesion neighborhood rough set). The fundamental properties of approximation operators based on j-adhesion neighborhood space are established. The relationship between the properties of these types is explained. Finally, according to j-adhesion neighborhood space, we give a comparison between the Yao's approach and our approach.

Original languageEnglish
Pages (from-to)4515-4531
Number of pages17
JournalJournal of Intelligent and Fuzzy Systems
Volume39
Issue number3
DOIs
StatePublished - 2020

Keywords

  • accuracy measure
  • j-adhesion neighborhood
  • j-neighborhood
  • lower and upper approximations
  • Rough sets

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