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Article
Habbab, Fatim Zahra and Kampouridis, Michail (2024) An in-depth investigation of five machine learning algorithms for optimizing mixed-asset portfolios including REITs. Expert Systems with Applications, 235. p. 121102. DOI https://doi.org/10.1016/j.eswa.2023.121102
Conference or Workshop Item
Habbab, Fatim Z and Kampouridis, Michael (2024) Machine Learning for Real Estate Time Series Prediction. In: The 21st UK Workshop on Computational Intelligence, 2022-09-07 - 2022-09-09, Sheffield, UK. (In Press)
Habbab, Fatim and Kampouridis, Michail and Voudouris, Alexandros (2022) Optimizing Mixed-Asset Portfolios Involving REITs. In: IEEE Symposium on Computational Intelligence for Financial Engineering & Economics (CIFEr) 2022, 2022-05-04 - 2022-05-05, Helsinki, Finland/Online. (In Press)
Thesis
Habbab, Fatim (2024) Using machine learning to investigate the role of real estate in a mixed-asset portfolio. Doctoral thesis, University of Essex.