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Recognition decision-making model using temporal data mining technique


Md Norwawi, Norita and Ku-Mahamud, Ku Ruhana and Safaai, Deris (2005) Recognition decision-making model using temporal data mining technique. Journal of ICT, 4 (1). pp. 37-56. ISSN 1675-414X

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Official URL: http://jict.uum.edu.my/

Abstract

An accurate and timely decision is crucial in any emergency situation. This paper presents a recognition decision making model that adopts the temporal data mining approach in making decisions. Reservoir water level and rainfall measurement were used as the case study to test the developed computational recognition-primed decision (RPD) model in predicting the amount of water to be dispatched represented by the number of spillway gates. Experimental results indicated that new events can be predicted from historical events. Patterns were extracted and can be transformed into readable and descriptive rule based form.

Item Type: Article
Uncontrolled Keywords: Naturalistic decision making, recognition decision-making, temporal data mining, rapid decision
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: College of Arts and Sciences
Depositing User: Prof. Dr. Ku Ruhana Ku Mahamud
Date Deposited: 22 Jun 2010 12:52
Last Modified: 16 Jan 2013 04:31
URI: http://repo.uum.edu.my/id/eprint/14

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