Title :
The research that mining association rules are based on FEQCL reduced by uncertainty coefficient approach
Author :
Ma, Yu-bao ; Hu, Xue-gang ; Wang, Hao
Author_Institution :
Sch. of Comput. & Inf., Hefei Univ. of Technol., China
Abstract :
It is reduced attribute landscape orientation by uncertainty coefficient. Frequent equivalent quantified concept lattices (QCL) constructed is an efficient tool, which represents form of knowledge, and data, which introduces frequent equivalent quantified base of the concept lattice. Association rule implicated among values of attributes of a database can be mined accurately according to the user´s interesting and strong relativity attributes rather than a priori algorithm to compute frequent item set, then reduces lots of redundant association rules and improves the accuracy and efficiency of rules mining.
Keywords :
data mining; data warehouses; set theory; frequent equivalent quantified concept lattices; frequent item set; mining association rules; redundant association rules; uncertainty coefficient; Assembly; Association rules; Data mining; Explosions; Frequency; Lattices; Quantum cascade lasers; Redundancy; Transaction databases; Uncertainty;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1264482