Abdelaziz Merghadi

Abdelaziz Merghadi

Université de Tébessa - Tébessa / Algeria
Engineering & Technology / Computer Science
AD Scientific Index ID: 101819
University of Tebessa
person_outline Abdelaziz Merghadi's MOST POPULAR ARTICLES
1-) Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performanceA Merghadi, AP Yunus, J Dou, J Whiteley, B ThaiPham, DT Bui, R Avtar, ...Earth-Science Reviews 207, 103225, 20203412020
2-) Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, JapanJ Dou, AP Yunus, DT Bui, A Merghadi, M Sahana, Z Zhu, CW Chen, ...Science of the total environment 662, 332-346, 20193362019
3-) Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, JapanJ Dou, AP Yunus, DT Bui, A Merghadi, M Sahana, Z Zhu, CW Chen, ...Landslides 17 (3), 641-658, 20201952020
4-) Evaluating scale effects of topographic variables in landslide susceptibility models using GIS-based machine learning techniquesKT Chang, A Merghadi, AP Yunus, BT Pham, J DouScientific reports 9 (1), 12296, 20192752019
5-) Different sampling strategies for predicting landslide susceptibilities are deemed less consequential with deep learningJ Dou, AP Yunus, A Merghadi, A Shirzadi, H Nguyen, Y Hussain, R Avtar, ...Science of the total environment 720, 137320, 20202352020