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

• Unité de recherche: INNOSUISSE
• Numéro de projet: 120.373 IP-ICT
• Titre du projet anglais: NISMO: Novel Interpretable Spatial Machine Learning for Hedonic Real Estate Modeling

Mots-clé (Anglais)

ICT, Data sciences

Résumé des résultats (Abstract) (Anglais)

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.