CEC Faculty Articles

Title

Directed Acyclic Concept Graph Based Attribute Oriented Induction

Event Date/Location

Tucson, AZ / 2001

Document Type

Article

Date

10-2001

Publication Title

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

ISSN or ISBN

1062-922X

First Page

2563

Last Page

2568

Description

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

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