Preliminary report on data mining techniques for life prediction
Anon. (2006) Preliminary report on data mining techniques for life prediction. [Report]
Abstract
This project is an extension of a previous CRC project (220-059-B) which developed a program for life prediction of gutters in Queensland schools. A number of sources of information on service life of metallic building components were formed into databases linked to a Case-Based Reasoning Engine which extracted relevant cases from each source. In the initial software, no attempt was made to choose between the results offered or construct a case for retention in the casebase. In this phase of the project, alternative data mining techniques will be explored and evaluated. A process for selecting a unique service life prediction for each query will also be investigated. This report summarises the initial evaluation of several data mining techniques.
Additional Information
Item Type: | Report |
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Collection: | CRC for Construction Innovation |
Date: | August 2006 |
Keywords: | CRC for Construction Innovation; Program B : Sustainable Built Assets; Project 2005-2003-B : Learning System for Life Prediction of Infrastructure |
Date Deposited: | 11 Mar 2014 03:15 |
Last Modified: | 11 Mar 2014 03:20 |
Copyright Owner: | Copyright 2006 Icon.Net Pty Ltd |
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URI: | https://digitalcollections.qut.edu.au/id/eprint/1775 |
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