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A Real Estate Development Risk Rating Model Using Machine Learning and Multidimensional Data (RED RM) Cover

A Real Estate Development Risk Rating Model Using Machine Learning and Multidimensional Data (RED RM)

Real Estate Management and Valuation
Volume 33 (2025): Issue 4 (December 2025)
By: Imane Rhzioual Berrada,  Fatimazahra Barramou and  Omar Bachir Alami  
Open Access
|Oct 2025

Authors

Imane Rhzioual Berrada

imrberrada@gmail.com

Laboratory of Systems Engineering, Hassania School of Public Works, G8WX+H5H, Rte d’El Jadida, Casablanca, Morocco

Fatimazahra Barramou

f.barramou@gmail.com

Laboratory of Systems Engineering, Hassania School of Public Works, G8WX+H5H, Rte d’El Jadida, Casablanca, Morocco

Omar Bachir Alami

alami.ehtp@gmail.com

Laboratory of Systems Engineering, Hassania School of Public Works, G8WX+H5H, Rte d’El Jadida, Casablanca, Morocco
DOI: https://doi.org/10.2478/remav-2025-0034 | Journal eISSN: 2300-5289
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Language: English
Page range: 42 - 57
Submitted on: Apr 12, 2025
Accepted on: Sep 27, 2025
Published on: Oct 6, 2025
Published by: Real Estate Management and Valuation
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
real estate,
rating,
bank,
default risk,
market,
Morocco,
residential project,
location,
machine learning
Related subjects:
Business and economics,
Political economics,
Political economics, other

© 2025 Imane Rhzioual Berrada, Fatimazahra Barramou, Omar Bachir Alami, published by Real Estate Management and Valuation
This work is licensed under the Creative Commons Attribution 4.0 License.

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