DocumentCode :
116970
Title :
On algebraic and topological properties of Neighbourhood Based Multigranular Rough Sets
Author :
Tripathy, B.K. ; Mitra, Abhijit
Author_Institution :
Sch. of Comput. Sci. & Eng., VIT Univ., Vellore, India
fYear :
2014
fDate :
3-5 Jan. 2014
Firstpage :
1
Lastpage :
6
Abstract :
Most of the researches in feature selection deal with homogeneous features that are with either numerical or categorical features. As discussed in [2] neighbourhood rough set model is one approach which deals with heterogeneous feature selection. The neighbourhood model is used to reduce numerical and categorical features by assigning different thresholds for different kinds of attributes. Recently Neighbourhood Based Multigranular Rough sets (NMGRS) was introduced and their properties were studied. We shall provide some critical appreciations of the results of this paper. One of the two characteristics used in real life applications of rough sets is their topological characterisations. In this article we study topological characteristics NMGRS. Some interesting algebraic properties of MGRSs were studied recently in [3]. We extend these studies to the NMGRS context. We shall also be illustrating the concepts a real life example.
Keywords :
algebra; rough set theory; NMGRS; algebraic property; categorical feature; heterogeneous feature selection; neighbourhood based multigranular rough sets; neighbourhood model; numerical feature; topological characterisations; topological property; Approximation methods; Computers; Informatics; Measurement; Rough sets; Uncertainty; Multigranular rough sets; NMGRS; Neighbourhood system; Rough sets; Topological properties; algebraic properties;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Communication and Informatics (ICCCI), 2014 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-2353-3
Type :
conf
DOI :
10.1109/ICCCI.2014.6921770
Filename :
6921770
Link To Document :
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