A New Classification Algorithm Based on Certainty Architecture

Author

Dong, Liyan ; Shi, Mo ; Wang, Renbiao ; Yin, Han ; Rui, Mao ; Huang, Le

Author_Institution

Coll. of Comput. Sci. & Technol, Jilin Univ. Changchun, Changchun, China

fYear

2011

fDate

1-3 Nov. 2011

Firstpage

17

Lastpage

20

Abstract

This paper proposed a kind of classification algorithm which brought in certainty factors of expert system as certainty theory proof based on certainty and support architecture aimed at the problem that classical association rules algorithm based on confidence and support architecture couldn´t generates association rules accurately facing some questions on mathematical statistics. With experiment verified, this classification algorithm based on certainty and support architecture has a better performance improved the accuracy and perceptiveness of association rules effectively.

Keywords

data mining; expert systems; pattern classification; association rules algorithm; certainty architecture; certainty theory proof; classification algorithm; expert system; mathematical statistics; support architecture; Algorithm design and analysis; Association rules; Classification algorithms; Computer architecture; Databases; Educational institutions; Expert systems; association rules; certainty; confidence;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Networks and Intelligent Systems (ICINIS), 2011 4th International Conference on

Conference_Location

Kunming

Print_ISBN

978-1-4577-1626-3

Type

conf

DOI

10.1109/ICINIS.2011.4

Filename

6104683