Artificial intelligence and the mass appraisal of residential apartments
Tay, D.P.H.
Artificial intelligence and the mass appraisal of residential apartments - 10(2) Winter 1991/92, 525-540(9) - Journal of Property Valuation and Investment 10(2) Winter 1991/92, 525-540(9) .
This paper introduces the theory of artificial neural networks (ANN) and discusses its application to the valuation of residential apartments. It compares the performance of the back propagation neural network (BP) model in estimating sale prices of apartments against the traditional multiple regression analysis (MRA) model. (Journal abstract)
ARTIFICIAL NEURAL NETWORKS
BACK PROPAGATION
MASS APPRAISAL
MULTIPLE REGRESSION ANALYSIS
NEURAL NETWORKS
Artificial intelligence and the mass appraisal of residential apartments - 10(2) Winter 1991/92, 525-540(9) - Journal of Property Valuation and Investment 10(2) Winter 1991/92, 525-540(9) .
This paper introduces the theory of artificial neural networks (ANN) and discusses its application to the valuation of residential apartments. It compares the performance of the back propagation neural network (BP) model in estimating sale prices of apartments against the traditional multiple regression analysis (MRA) model. (Journal abstract)
ARTIFICIAL NEURAL NETWORKS
BACK PROPAGATION
MASS APPRAISAL
MULTIPLE REGRESSION ANALYSIS
NEURAL NETWORKS