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
Collection: CRC for Construction Innovation
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: http://digitalcollections.qut.edu.au/id/eprint/1775
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