Ataollah Shirzadi

Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier

Himan Shahabi, Ataollah Shirzadi, Kayvan Ghaderi et al. · Remote Sensing · 2020 · 371 citations · Full text

Computing, Earth Sciences, Geoinformatics +17

Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms

Viet‐Ha Nhu, Ataollah Shirzadi, Himan Shahabi et al. · International Journal of Environmental Research and Public Health · 2020 · 259 citations · Full text

Computing, Computer Science, Geoinformatics +17

Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping

Ataollah Shirzadi, Karim Soliamani, Mahmood Habibnejhad et al. · Sensors · 2018 · 200 citations · Full text

Computing, Earth Sciences, Geoinformatics +17

Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression

Wei Chen, Himan Shahabi, Shuai Zhang et al. · Applied Sciences · 2018 · 174 citations · Full text

Computing, Geoinformatics, Land-use Planning +17

Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)

Wei Chen, Haoyuan Hong, Mahdi Panahi et al. · Applied Sciences · 2019 · 174 citations · Full text

Computing, Earth Sciences, Geological Engineering +16