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
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;
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
DOI :
10.1109/ICNC.2010.5582340