NISMO: Novel Interpretable Spatial Machine Learning for Hedonic Real Estate Modeling

• Forschungsstelle: INNOSUISSE
• Projektnummer: 120.373 IP-ICT
• Projekttitel Englisch: NISMO: Novel Interpretable Spatial Machine Learning for Hedonic Real Estate Modeling

Schlüsselwörter (Englisch)

ICT, Data sciences

Abstract (Englisch)

We plan to develop novel machine learning methods for hedonic real estate modeling which (i) combine state-of-the-art machine learning methods with spatial statistical models, (ii) are interpretable, (iii) can incorporate expert knowledge restrictions, and (iv) scale well to large data.