H. Al-Najjar

发表

A Novel Method using Explainable Artificial Intelligence (XAI)-based Shapley Additive Explanations for Spatial Landslide Prediction using Time-Series SAR dataset

B. Pradhan, G. Beydoun, Hyuck-Jin Park, 2022, Gondwana Research.

A Meta-Learning Approach of Optimisation for Spatial Prediction of Landslides

Biswajeet Pradhan, Daichao Sheng, Maher Ibrahim Sameen, 2021, Remote. Sens..

A New Integrated Approach for Landslide Data Balancing and Spatial Prediction Based on Generative Adversarial Networks (GAN)

Ghassan Beydoun, Biswajeet Pradhan, Husam Abdulrasool H. Al-Najjar, 2021, Remote. Sens..

Optimized Conditioning Factors Using Machine Learning Techniques for Groundwater Potential Mapping

Alfian Abdul Halin, Seyed Amir Naghibi, N. Ueda, 2019, Water.

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

Biswajeet Pradhan, Husam Abdulrasool H. Al-Najjar, B. Pradhan, 2021, Geoscience Frontiers.

Object-Oriented Approach for Urbanization Growth by Using Remote Sensing and GIS Techniques: A Case Study in Hilla City, Babylon Governorate, Iraq

Alfian Abdul Halin, S. Mansor, H. Moayedi, 2021, The Urban Book Series.

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

Bahareh Kalantar, Biswajeet Pradhan, Maher Ibrahim Sameen, 2021, Remote. Sens..

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

Bahareh Kalantar, Alfian Abdul Halin, Naonori Ueda, 2020, Remote. Sens..

AN EVALUATION OF LANDSLIDE SUSCEPTIBILITY MAPPING USING REMOTE SENSING DATA AND MACHINE LEARNING ALGORITHMS IN IRAN

N. Ueda, H. A. Al-Najjar, A. Motevalli, 2019, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Conditioning factor determination for mapping and prediction of landslide susceptibility using machine learning algorithms

Bahareh Kalantar, Biswajeet Pradhan, Vahideh Saeidi, 2019, Remote Sensing.

Landslide susceptibility mapping at Dodangeh watershed, Iran using LR and ANN models in GIS

Naonori Ueda, Bahareh Kalantar, Biswajeet Pradhan, 2018, Remote Sensing.

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

Bahareh Kalantar, Biswajeet Pradhan, Shattri Mansor, 2019, Remote. Sens..

Urban Planning Using a Geospatial Approach: A Case Study of Libya

Bahareh Kalantar, Shattri Mansor, Hossein Mojaddadi Rizeei, 2019, Sustainability in Urban Planning and Design.

Conditioning Factors Determination for Landslide Susceptibility Mapping Using Support Vector Machine Learning

Alfian Abdul Halin, Naonori Ueda, Bahareh Kalantar, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.