A Comparative Assessment of Random Forest and k-Nearest Neighbor Classifiers for Gully Erosion Susceptibility Mapping

by Mohammadtaghi Avand, Saeid Janizadeh, Seyed Amir Naghibi, Hamid Reza Pourghasemi, Saeid Khosrobeigi Bozchaloei, Thomas Blaschke
Published 2019-10-01

Evaluating the Efficiency of Different Regression, Decision Tree, and Bayesian Machine Learning Algorithms in Spatial Piping Erosion Susceptibility Using ALOS/PALSAR Data

by Shahab S. Band, Saeid Janizadeh, Sunil Saha, Kaustuv Mukherjee, Saeid Khosrobeigi Bozchaloei, Artemi Cerdà, Manouchehr Shokri, Amirhosein Mosavi
Published 2020-09-01

GIS Based Hybrid Computational Approaches for Flash Flood Susceptibility Assessment

by Binh Thai Pham, Mohammadtaghi Avand, Saeid Janizadeh, Tran Van Phong, Nadhir Al-Ansari, Lanh Si Ho, Sumit Das, Hiep Van Le, Ata Amini, Saeid Khosrobeigi Bozchaloei, Faeze Jafari, Indra Prakash
Published 2020-03-01