Title :
A Method of Amalgamating Classification Rules Based on Distributed DataBase
Author :
Wang, Xu-Yang ; Li, Ming
Author_Institution :
Coll. of Comput. & Commun., Lanzhou Univ. of Technol., Lanzhou, China
Abstract :
This paper inquired into the technology of mining classification rules based on rough sets. Proposed a method of amalgamating classification rules from distributed database, by which all rules fitting for global data can be gotten. Then, experiment results were given to verify the completeness of these rules. At last, pruning strategy proposed for resolving the problem of over amalgamation.
Keywords :
data mining; distributed databases; pattern classification; rough set theory; classification rule amalgamation; classification rule mining; distributed database; global data; rough set; Data mining; Decision trees; Distributed computing; Distributed databases; Educational institutions; Information systems; Rough sets; Set theory; Software engineering; Supervised learning; amalgamating; classification rule; distributed database; pruning; rough set;
Conference_Titel :
Software Engineering, 2009. WCSE '09. WRI World Congress on
Conference_Location :
Xiamen
Print_ISBN :
978-0-7695-3570-8
DOI :
10.1109/WCSE.2009.75
