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., Ong, Z.S.E. & Koh, H.C. (2006). Determinants of house price: A decision tree approach. Urban Studies , 43 (12). Filho, C.M. & Bin, O. (2005). Estimation of hedonic price functions via additive nonparametric regression. Empirical Economics , 30 (1). Fletcher, M., Mangan, J. & Raeburn, E. (2004). Comparing hedonic models for estimating and forecasting house prices. Property Management , 22 (3). Frew J., & Jud, G.D. (2003). Estimating The Value of Apartment Buildings. The J. Real Estate Res ., 25. Geman, S., Bienenstock, E. & Doursat, R. (1992). Neural Networks and