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 :
بازگشت