Husam Al-Najjar

Land Cover Classification from fused DSM and UAV Images Using Convolutional Neural Networks

Husam Al-Najjar, Bahareh Kalantar, Biswajeet Pradhan et al. · Remote Sensing · 2019 · 194 citations · Full text

Uav Images, Convolutional Neural Network, Engineering +23

Spatial landslide susceptibility assessment using machine learning techniques assisted by additional data created with generative adversarial networks

Husam Al-Najjar, Biswajeet Pradhan · Geoscience Frontiers · 2020 · 169 citations · Full text

Bagging Ensemble Models, Rock Slide, Engineering +20

Optimizing ANN models with PSO for predicting short building seismic response

Hoang Nguyen, Hossein Moayedi, Loke Kok Foong et al. · Engineering With Computers · 2019 · 159 citations

Earthquake Engineering, Engineering, Seismology +10

A novel method using explainable artificial intelligence (XAI)-based Shapley Additive Explanations for spatial landslide prediction using Time-Series SAR dataset

Husam Al-Najjar, Biswajeet Pradhan, Ghassan Beydoun et al. · Gondwana Research · 2022 · 150 citations

Artificial Intelligence, Engineering, Machine Learning +13

Optimized Conditioning Factors Using Machine Learning Techniques for Groundwater Potential Mapping

Bahareh Kalantar, Husam Al-Najjar, Biswajeet Pradhan et al. · Water · 2019 · 87 citations · Full text

Engineering, Machine Learning, Groundwater Potential Mapping +19