Automated real estate valuation with machine learning models using property descriptions

Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain

(2021) Juan Ramón Rico-Juan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A text analytics framework for understanding the relationships among host self-description, trust perception and purchase behavior on Airbnb

(2020) Le Zhang et al.   DECISION SUPPORT SYSTEMS

Deep learning in business analytics and operations research: Models, applications and managerial implications

(2019) Mathias Kraus et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

House selection via the internet by considering homebuyers’ risk attitudes with S-shaped utility functions

(2015) Hui-Ping Ho et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Using machine learning algorithms for housing price prediction: The case of Fairfax County, Virginia housing data

(2015) Byeonghwa Park et al.   EXPERT SYSTEMS WITH APPLICATIONS

An extended tuning method for cost-sensitive regression and forecasting

(2011) Huimin Zhao et al.   DECISION SUPPORT SYSTEMS

The Model Confidence Set

(2011)   ECONOMETRICA

Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics

(2011) Evgeny A. Antipov et al.   EXPERT SYSTEMS WITH APPLICATIONS