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

by Husam A.H. Al-Najjar, Biswajeet Pradhan
Published 2021-03-01

Assessment of Convolutional Neural Network Architectures for Earthquake-Induced Building Damage Detection based on Pre- and Post-Event Orthophoto Images

by Bahareh Kalantar, Naonori Ueda, Husam A. H. Al-Najjar, Alfian Abdul Halin
Published 2020-10-01

Unseen Land Cover Classification from High-Resolution Orthophotos Using Integration of Zero-Shot Learning and Convolutional Neural Networks

by Biswajeet Pradhan, Husam A. H. Al-Najjar, Maher Ibrahim Sameen, Ivor Tsang, Abdullah M. Alamri
Published 2020-05-01

Landslide Detection Using a Saliency Feature Enhancement Technique From LiDAR-Derived DEM and Orthophotos

by Biswajeet Pradhan, Husam A. H. Al-Najjar, Maher Ibrahim Sameen, Mustafa Ridha Mezaal, Abdullah M. Alamri
Published 2020-01-01

Landslide Susceptibility Modeling: An Integrated Novel Method Based on Machine Learning Feature Transformation

by Husam A. H. Al-Najjar, Biswajeet Pradhan, Bahareh Kalantar, Maher Ibrahim Sameen, M. Santosh, Abdullah Alamri
Published 2021-08-01

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

by Husam A. H. Al-Najjar, Bahareh Kalantar, Biswajeet Pradhan, Vahideh Saeidi, Alfian Abdul Halin, Naonori Ueda, Shattri Mansor
Published 2019-06-01

Optimized Conditioning Factors Using Machine Learning Techniques for Groundwater Potential Mapping

by Bahareh Kalantar, Husam A. H. Al-Najjar, Biswajeet Pradhan, Vahideh Saeidi, Alfian Abdul Halin, Naonori Ueda, Seyed Amir Naghibi
Published 2019-09-01