Data classification by parallel generation of set partitions. (1st January 2013)

• Record Type: Journal Article
• Authors: Thanh, Hoang Chi
• Is Part Of: International journal of intelligent information and database systems. Volume 7:Number 2(2013)
• Page Start: 135
• Page End: 147
• Publication Date: 2013-01-01
• Subjects: algorithm -- data classification -- parallel computing -- set partition; Database management -- Computer programs -- Periodicals; Information retrieval -- Computer programs -- Periodicals; Information storage and retrieval systems -- Computer programs -- Periodicals; Artificial intelligence -- Periodicals; Expert systems (Computer science) -- Periodicals; Intelligent agents (Computer software) -- Periodicals; 006.33
• Languages: English
• ISSNs: 1751-5858

Abstract

In this paper, we propose two data classification problems. As each crisp classification of a data object set is a partition of the set, so we apply our partition generation algorithm to the data classification problems. First, we recall our new simple algorithm generating partitions and parallelise it. Then we separate a data object set into classes by partitioning the set.