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2022
Deppner, Juergen, and Marcelo Cajias. "Accounting for Spatial Autocorrelation in Algorithm-Driven Hedonic Models: A Spatial Cross-Validation Approach." In 28th Annual European Real Estate Society Conference. ERES: Conference. Milan, Italy, 2022.
Cajias, Marcelo, and Anett Wins. "Energy efficiency in institutional investment strategies – Large sample evidence from Germany and the UK." In 28th Annual European Real Estate Society Conference. ERES: Conference. Milan, Italy, 2022.
Krämer, Bastian, Moritz Stang, Cathrine Nagl, and Wolfgang Schäfers. "Explainable AI in a Real Estate Context – Exploring the Determinants of Residential Real Estate Values." In 28th Annual European Real Estate Society Conference. ERES: Conference. Milan, Italy, 2022.
Stang, Moritz, Bastian Krämer, Cathrine Nagl, and Wolfgang Schäfers. "From Human Business to Machine Learning – Methods for Automating Real Estate Appraisals and their Practical Implications." In 28th Annual European Real Estate Society Conference. ERES: Conference. Milan, Italy, 2022.
Rothenbusch, Jonathan, Konstantin Schütz, Feibai Huang, and Björn-Martin Kurzrock. "Machine Learning in Building Documentation (ML-BAU-DOK) - Foundations for Information Extraction for Energy Efficiency and Life Cycle Analysis." In 28th Annual European Real Estate Society Conference. ERES: Conference. Milan, Italy, 2022.
Mete, Muhammed Oguzhan, and Tahsin Yomralioglu. "Mass Valuation of Real Estate Using GIS-based Nominal Valuation and Machine Learning Methods." In 28th Annual European Real Estate Society Conference. ERES: Conference. Milan, Italy, 2022.
Regnaud, Martin, Julie Le Gallo, and Marie Breuille. "Understanding rental profit and mechanisms that yields rental and real estate prices using machine learning approach." In 28th Annual European Real Estate Society Conference. ERES: Conference. Milan, Italy, 2022.
2021
Deppner, Juergen, Marcelo Cajias, and Wolfgang Schäfers. "Accounting for Spatial Autocorrelation in Algorithm-Driven Hedonic Models: A Spatial Cross-Validation Approach." In 27th Annual European Real Estate Society Conference. ERES: Conference. Kaiserslautern, Germany, 2021.
Mueller, Philipp Maximilian, and Björn-Martin Kurzrock. "Document Classification and Key Information for Technical Due Diligence in Real Estate Management." In 27th Annual European Real Estate Society Conference. ERES: Conference. Kaiserslautern, Germany, 2021.
Mueller, Philipp Maximilian, and Björn-Martin Kurzrock. "Document Classification for Machine Learning in Real Estate Professional Services – Results of the Property Research Trust Project." In 27th Annual European Real Estate Society Conference. ERES: Conference. Kaiserslautern, Germany, 2021.
von Ahlefeldt-Dehn, Benedict, Marcelo Cajias, and Wolfgang Schäfers. "The Future of Commercial Real Estate Market Research: A Case for Applying Machine Learning." In 27th Annual European Real Estate Society Conference. ERES: Conference. Kaiserslautern, Germany, 2021.
Cajias, Marcelo, Willwersch Jonas, Lorenz Felix, and Franz Fuerst. "Peeking inside the Black Box: Interpretable Machine Learning and Hedonic Rental Estimation." In 27th Annual European Real Estate Society Conference. ERES: Conference. Kaiserslautern, Germany, 2021.
Cajias, Marcelo, and Joseph-Alexander Zeitler. "Should I Contact Him or Not? – Quantifying the Demand for Real Estate with Interpretable Machine Learning Methods." In 27th Annual European Real Estate Society Conference. ERES: Conference. Kaiserslautern, Germany, 2021.
2019
Droes, Martijn, Martin Hoesli, and Steven C. Bourassa. "Heterogeneous Households and Market Segmentation in a Hedonic Framework." In 26th Annual European Real Estate Society Conference. ERES: Conference. Cergy-Pontoise, France, 2019.
Cajias, Marcelo, Jonas Willwersch, and Felix Lorenz. "I know where you will invest in the next year – Forecasting real estate investments with machine learning methods." In 26th Annual European Real Estate Society Conference. ERES: Conference. Cergy-Pontoise, France, 2019.
2018
Mayer, Michael, Steven C. Bourassa, Martin Hoesli, and Donato Scognamiglio. Different automated valuation modelling techniques evaluated over time. In 25th Annual European Real Estate Society Conference. ERES: Conference. Reading, UK, 2018.
Hausler, Jochen, Marcel Lang, and Jessica Ruscheinsky. News-based sentiment analysis in real estate: A supervised machine learning approach with support vector networks In 25th Annual European Real Estate Society Conference. ERES: Conference. Reading, UK, 2018.