Using Machine Learning Models and Actual Transaction Data for Predicting Real Estate Prices
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[1] Takafumi Kato. Prediction in the lognormal regression model with spatial error dependence , 2012 .
[2] Alain Kabundi,et al. Forecasting the US Real House Price Index: Structural and Non-Structural Models with and without Fundamentals , 2009 .
[3] Tae Yoon Kim,et al. Using ridge regression with genetic algorithm to enhance real estate appraisal forecasting , 2012, Expert Syst. Appl..
[4] M. Bastic,et al. Influential Factors on the Market Value of Residential Properties , 2017 .
[5] Do Hyoung Shin,et al. Short-term Forecast Model of Apartment Jeonse Prices using Search Frequencies of News Article Keywords , 2019, KSCE Journal of Civil Engineering.
[6] Theophilos Papadimitriou,et al. Forecasting the U.S. Real House Price Index , 2014 .
[7] Fabiana Forte,et al. Using Genetic Algorithms for Real Estate Appraisals , 2017 .
[8] Evgeny A. Antipov,et al. Mass Appraisal of Residential Apartments: An Application of Random Forest for Valuation and a CART-Based Approach for Model Diagnostics , 2010, Expert Syst. Appl..
[9] Archana Singh,et al. Big data analytics predicting real estate prices , 2020, Int. J. Syst. Assur. Eng. Manag..
[10] Rangan Gupta,et al. High-Frequency Volatility Forecasting of US Housing Markets , 2020 .
[11] Osman Aytekin,et al. The use of fuzzy logic in predicting house selling price , 2010, Expert Syst. Appl..
[12] Antanas Verikas,et al. The mass appraisal of the real estate by computational intelligence , 2011, Appl. Soft Comput..
[13] BaeJae Kwon,et al. Using machine learning algorithms for housing price prediction , 2015 .
[14] E. Parzen. On Estimation of a Probability Density Function and Mode , 1962 .
[15] Yoshiki Yamagata,et al. Automatic selection of a spatial weight matrix in spatial econometrics: Application to a spatial hedonic approach , 2013 .
[16] Stig Vinther Møller,et al. Forecasting House Prices in the 50 States Using Dynamic Model Averaging and Dynamic Model Selection , 2014 .
[17] Wolfgang Maennig,et al. Noise Effects and Real Estate Prices: A Simultaneous Analysis of Different Noise Sources , 2017 .
[18] Donald F. Specht,et al. A general regression neural network , 1991, IEEE Trans. Neural Networks.
[19] Yuan Y. Liu,et al. A Comparison of Logistic Regression, Classification and Regression Tree, and Neural Networks Models in Predicting Violent Re-Offending , 2011 .
[20] Jae Kwon Bae,et al. Using machine learning algorithms for housing price prediction: The case of Fairfax County, Virginia housing data , 2015, Expert Syst. Appl..
[21] Johan A. K. Suykens,et al. Least Squares Support Vector Machine Classifiers , 1999, Neural Processing Letters.
[22] Qingyun Du,et al. An improved spatial error model for the mass appraisal of commercial real estate based on spatial analysis: Shenzhen as a case study , 2015 .
[23] Bojan Grum,et al. Influence of Macroeconomic Factors on Prices of Real Estate in Various Cultural Environments: Case of Slovenia, Greece, France, Poland and Norway , 2016 .
[24] Geoffrey E. Hinton,et al. Learning representations by back-propagating errors , 1986, Nature.