Title :
Study on conditions of neighborhoods forming a partition
Author :
Fan, Nianbai ; Hu, Gongzhu ; Xiao, Xiongren ; Zhang, Wei
Author_Institution :
Software Sch., Hunan Univ., Changsha, China
Abstract :
A rough set is basically an approximation representation of the given data. The representation is expressed in two subsets defined on the data set: the upper and lower approximations. As well known, there are many different definitions about the two approximations. An open question regarding rough set is how to characterize the conditions for a neighborhood of a data item using the upper and lower approximations to form a partition of the universe U of the data. In this paper, we address this open question by defining two special operators, and there are some significant results about them.
Keywords :
approximation theory; data structures; rough set theory; data approximation representation; lower approximations; rough set; special operators; subsets representation; upper approximations; Approximation methods; Computer science; Data analysis; Educational institutions; Rough sets; Uncertainty; Lower approximation; covering; neighborhhod; partition; upper approximation;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6233789