Abstract: Because of the limitations in the existing extensions of rough set theory, in this paper a new extension, variable set-pair connectivity rough set model, is proposed by introducing some concepts such as the connectivity between individuals and set-pair to

Key words: Incomplete information system, Set-pair analysis, Variable set-pair connectivity, Attributes reduction