Machine learning valuation I

Research project initiated by the HSLU and FPRE. Use and commercialization exclusively by FPRE.
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Project title

Space-time machine learning models for valuation and prediction of real estate objects.

Project goal

The goal of this project was to investigate modern methods of data science and machine learning that can handle large amounts of data in order to develop novel non-stationary models for the pricing of real estate objects.

Time period

2018 until 2020

Research partners

Hochschule Luzern

Banque Cantonale Vaudoise

UBS

Zürcher Kantonalbank

Publications

Financing

Innosuisse – Schweizerische Agentur für Innovationsförderung

FPRE