DocumentCode
693116
Title
Compression of the condition lattice based on the class context and the extent context
Author
Ling Wei ; Yan-Pan Wang ; Jia-Liang Wan
Author_Institution
Dept. of Math., Northwest Univ., Xi´an, China
Volume
02
fYear
2013
fDate
14-17 July 2013
Firstpage
796
Lastpage
801
Abstract
Formal decision context is a formal context with condition attributes and decision attributes, it is a generalization of formal context. For a weakly consistent formal decision context, we propose two methods to compress the condition lattice based on two new formal contexts, M-T class context and M-T extent context, respectively. These two compression methods are both based on decision lattice, and they can simplify the knowledge of the weakly consistent formal decision context so that people can understand its structure and knowledge clearly for a huge formal decision context.
Keywords
formal concept analysis; M-T class context; M-T extent context; condition lattice compression; decision attributes; weakly consistent formal decision context; Abstracts; Context; Integrated circuits; Irrigation; Lattices; Class concept; Concept lattice; Extent concept; Formal decision context; M-T class context; M-T extent context;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
Conference_Location
Tianjin
Type
conf
DOI
10.1109/ICMLC.2013.6890393
Filename
6890393
Link To Document