Abdelaziz Merghadi

Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance

Ali P. Yunus, Dieu Tien Bui, Jie Dou, 2020 .

Landslide Susceptibility Assessment at Mila Basin (Algeria): A Comparative Assessment of Prediction Capability of Advanced Machine Learning Methods

Dieu Tien Bui, Abdelaziz Merghadi, Boumezbeur Abderrahmane, 2018, ISPRS Int. J. Geo Inf..

Evaluating scale effects of topographic variables in landslide susceptibility models using GIS-based machine learning techniques

Ali P. Yunus, Binh Thai Pham, Kuan-Tsung Chang, 2019, Scientific Reports.

Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan

Ali P. Yunus, Jie Dou, Dieu Tien Bui, 2019, Landslides.

Different sampling strategies for predicting landslide susceptibilities are deemed less consequential with deep learning.

Ali P. Yunus, Jie Dou, Ataollah Shirzadi, 2020, The Science of the total environment.