M. R. Aghaebrahimi and S. H. Zahiri and M. Amiri
Data Mining Using Learning Automata
24 - 27
2009
3
1
International Journal of Computer and Information Engineering
https://publications.waset.org/pdf/6146
https://publications.waset.org/vol/25
World Academy of Science, Engineering and Technology
In this paper a data miner based on the learning
automata is proposed and is called LAminer. The LAminer extracts
classification rules from data sets automatically. The proposed
algorithm is established based on the function optimization using
learning automata. The experimental results on three benchmarks
indicate that the performance of the proposed LAminer is
comparable with (sometimes better than) the Antminer (a data miner
algorithm based on the Ant Colony optimization algorithm) and CNZ
(a wellknown data mining algorithm for classification).
Open Science Index 25, 2009