B
Boumezbeur Abderrahmane
Publications - 3
Citations - 443
Boumezbeur Abderrahmane is an academic researcher. The author has contributed to research in topics: Landslide & Cohesion (chemistry). The author has an hindex of 2, co-authored 2 publications receiving 145 citations.
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Journal ArticleDOI
Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance
Abdelaziz Merghadi,Ali P. Yunus,Jie Dou,Jie Dou,J. Whiteley,J. Whiteley,Binh ThaiPham,Dieu Tien Bui,Ram Avtar,Boumezbeur Abderrahmane +9 more
TL;DR: An extensive analysis and comparison between different ML techniques using a case study from Algeria is undertaken, noting that tree-based ensemble algorithms achieve excellent results compared to other machine learning algorithms and that the Random Forest algorithm offers robust performance for accurate landslide susceptibility mapping with only a small number of adjustments required before training the model.
Journal ArticleDOI
Landslide Susceptibility Assessment at Mila Basin (Algeria): A Comparative Assessment of Prediction Capability of Advanced Machine Learning Methods
TL;DR: The benefit of selecting the best-advanced machine learning method for landslide susceptibility assessment was demonstrated and it was concluded that GBM and RF are the most suitable for this study area and should be used to produce landslide susceptibility maps.