DocumentCode
527376
Title
Attribute reduction in concept lattices based on deletion transformations
Author
Wang, Xia ; Zhang, Wenxiu
Author_Institution
Inst. of Sci., PLA Univ. of Sci. & Technol., Nanjing, China
Volume
4
fYear
2010
fDate
10-12 Aug. 2010
Firstpage
2065
Lastpage
2069
Abstract
This paper constructs deletion transformations based on concept lattices. It is proved that the deletion transformation is surjective from the concept lattice of a context to that of its sub-context. Using deletion transformations, the concept lattice of any subcontext can be derived from the original concept lattice directly. As an application, attribute reduction in concept lattices are reconsidered from the viewpoint of deletion transformations. Moreover, definition of attribute reduction in concept lattices is developed, and judgment of attribute reducts is also provided based on deletion transformations.
Keywords
data analysis; attribute reduction; concept lattices; deletion transformations; Bismuth; Computer science; Context; Gallium nitride; Lattices; Programmable logic arrays; Rough sets; Concept lattice; attribute reduction; deletion transformation; subcontext;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-5958-2
Type
conf
DOI
10.1109/ICNC.2010.5582340
Filename
5582340
Link To Document