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Multi layer perception modelling in the housing market


Ku-Mahamud, Ku Ruhana and Abu Bakar, Azuraliza and Md. Norwawi, Norita (1999) Multi layer perception modelling in the housing market. Malaysian Management Journal, 3 (1). pp. 61-69. ISSN 0128-6226

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Abstract

The study examines the use of multi layer perceptron network (MLP) in predicting the price of terrace houses in Kuala Lumpur (KL). Nine factors that significantly influence the price were used in this attempt. Housing data from 1994 to 1996 were presented to the network for training. Tested results from the model obtained for various years were compared using regression analysis. The study provides the predictive ability of the trained MLP model that can be used as an alternative predictor in real estate analysis.

Item Type: Article
Uncontrolled Keywords: multi layer perceptron network (MLP), real estate analysis
Subjects: H Social Sciences > HD Industries. Land use. Labor
Divisions: College of Arts and Sciences
Depositing User: Prof. Dr. Ku Ruhana Ku Mahamud
Date Deposited: 28 Jun 2010 15:18
Last Modified: 21 Jan 2013 00:44
URI: http://repo.uum.edu.my/id/eprint/47

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