Discovery Projects - Grant ID: DP0450219

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP0450219

Funding Status
Closed

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Funded Activity Summary

Extending association rule discovery to numeric data. This project tackles a key limitation of association-rule discovery, which is one of the main techniques used in data mining. Much valuable data is numeric. However, association-rule discovery cannot satisfactorily model numeric data, a limitation that has greatly restricted its application. This project investigates a novel new technique that overcomes this limitation. Impact-rule discovery finds associations with numeric distributions. This allows data analysts to discover precisely the type of information that they usually seek from numeric data, for example, how to maximize either average or aggregate measures of outcomes such as health, compliance, profit, or accuracy.

Funded Activity Details

Start Date: 24-02-2004

End Date: 22-12-2006

Funding Scheme: Discovery Projects

Funding Amount: $150,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Expert Systems | Artificial Intelligence and Image Processing

ANZSRC Socio-Economic Objective (SEO)

Information processing services | Application tools and system utilities | Computer software and services not elsewhere classified |

Other Keywords

Application tools and system utilities | Artificial Intelligence and Image Processing | Computer software and services not elsewhere classified | Expert Systems | Information processing services

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