"Directed Acyclic Concept Graph Based Attribute Oriented Induction" by Junping Sun and Wenyi Bi
 

CCE Faculty Articles

Directed Acyclic Concept Graph Based Attribute Oriented Induction

Document Type

Article

Publication Title

Proceedings of 2001 IEEE International Conference on Systems, Man, and Cybernetics

Event Date/Location

Tucson, AZ / 2001

ISSN

1062-922X

Publication Date

10-2001

Abstract

This paper introduces an attribute oriented induction method on a directed acyclic concept graph to perform the task of knowledge discovery on a given relational database (table) for rule derivation. Our proposed method is different from previous approaches such as basic attribute oriented induction, rule-based attribute oriented induction, and path-id based attribute oriented induction in avoiding backtracking and information loss.

DOI

10.1109/ICSMC.2001.972949

First Page

2563

Last Page

2568

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