Khalil Gholamnia

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia et al. · Remote Sensing · 2019 · 811 citations · Full text

Rock Slide, Convolutional Neural Network, Engineering +18

Flood susceptibility mapping with machine learning, multi-criteria decision analysis and ensemble using Dempster Shafer Theory

Thimmaiah Gudiyangada Nachappa, Sepideh Tavakkoli Piralilou, Khalil Gholamnia et al. · Journal of Hydrology · 2020 · 376 citations

Flash Flood, Hydrological Disaster, Environmental Monitoring +12

Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas

Sepideh Tavakkoli Piralilou, Hejar Shahabi, Ben Jarihani et al. · Remote Sensing · 2019 · 177 citations · Full text

Rock Slide, Convolutional Neural Network, Engineering +20

Forest Fire Susceptibility and Risk Mapping Using Social/Infrastructural Vulnerability and Environmental Variables

Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia et al. · Fire · 2019 · 165 citations · Full text

Engineering, Northern Iran, Forest Governance +14

Comparisons of Diverse Machine Learning Approaches for Wildfire Susceptibility Mapping

Khalil Gholamnia, Thimmaiah Gudiyangada Nachappa, Omid Ghorbanzadeh et al. · Symmetry · 2020 · 133 citations · Full text

Climatology, Meteorology, Environmental Monitoring +15