Identifying Real Estate Opportunities Using Machine Learning

[1]  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..

[2]  V. D. Giudice,et al.  Real Estate Appraisals with Bayesian Approach and Markov Chain Hybrid Monte Carlo Method: An Application to a Central Urban Area of Naples , 2017 .

[3]  Jacek M. Zurada,et al.  Analyzing Massive Data Sets: An Adaptive Fuzzy Neural Approach for Prediction, with a Real Estate Illustration , 2014, J. Organ. Comput. Electron. Commer..

[4]  H. White,et al.  Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties☆ , 1985 .

[5]  Yves Rybarczyk,et al.  Modeling PM2.5 Urban Pollution Using Machine Learning and Selected Meteorological Parameters , 2017, J. Electr. Comput. Eng..

[6]  Abdul Ghani Sarip,et al.  Application Of Fuzzy Regression Model For Real Estate Price Prediction , 2016 .

[7]  Leonard E. Trigg,et al.  Technical Note: Naive Bayes for Regression , 2000, Machine Learning.

[8]  Pierre Geurts,et al.  Extremely randomized trees , 2006, Machine Learning.

[9]  Bernhard Schölkopf,et al.  A tutorial on support vector regression , 2004, Stat. Comput..

[10]  Gaël Varoquaux,et al.  Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..

[11]  P. Phillips,et al.  A New Hedonic Regression for Real Estate Prices Applied to the Singapore Residential Market , 2014 .

[12]  Peter C. B. Phillips,et al.  New methodology for constructing real estate price indices applied to the Singapore residential market , 2015 .

[13]  Yurong Liu,et al.  A survey of deep neural network architectures and their applications , 2017, Neurocomputing.

[14]  Mohammad Hossein Rafiei,et al.  A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units , 2016 .

[15]  H. White.  A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity , 1980 .

[16]  Fabiana Forte,et al.  Using Genetic Algorithms for Real Estate Appraisals , 2017 .

[17]  Vincenzo Del Giudice,et al.  Valuation of Real Estate Investments through Fuzzy Logic , 2017 .