Finding the boundaries of attributes domains of quantitative association rules using abstraction- A dynamic approach

Kumar, Ranjeet and Kumar, Preetham and Ananthanarayana, V S (2007) Finding the boundaries of attributes domains of quantitative association rules using abstraction- A dynamic approach. In: 7th WSEAS International Conference on Applied Computer Science, November 21-23, Venice, Italy.

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Abstract

The Need to extract the association rules from the pool of varied data, having gained increased momentum in the field of data mining, necessitates the discovery of methods to process multi-dimensional data, and find the qualitative or quantitative association rules from it by considering all the relevant fields in an efficient manner In this paper we propose an efficient and novel algorithm for finding the boundaries of attributes domains dynamically. It first builds an abstraction, called Multi-Variate Tree, in single scan of the database. During this construction the boundaries of domains of (quantitative) attributes are identified dynamically. These identified attributes with boundary values which are frequent are then used for finding association rules

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: MVT, boundary values of attributes, dynamic approach
Subjects: Engineering > MIT Manipal > Information and Communication Technology
Depositing User: MIT Library
Date Deposited: 13 Aug 2014 05:54
Last Modified: 13 Aug 2014 05:54
URI: http://eprints.manipal.edu/id/eprint/140367

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