Optimizing Machine Learning Algorithms for Landslide Susceptibility Mapping along the Karakoram Highway, Gilgit Baltistan, Pakistan: A Comparative Study of Baseline, Bayesian, and Metaheuristic Hyperparameter Optimization TechniquesFarkhanda Abbas, Mohammed Fahad Albeshr, Garee Khan et al.|Sensors|2023Cited by 55
Assessing the Dimensionality Reduction of the Geospatial Dataset Using Principal Component Analysis (PCA) and Its Impact on the Accuracy and Performance of Ensembled and Non-ensembled AlgorithmsFarkhanda Abbas, Mohammed Fahad Albeshr, Abdulwahed Fahad Alrefaei et al.|Preprints.org|2023Cited by 10
Hyperparameter Optimization for Landslide Susceptibility Mapping: A Comparison between Baseline, Bayesian and Metaheuristic Hyperparameter Optimization Techniques for Machine Learning AlgorithmsFarkhanda Abbas, Mohammed Fahad Albeshr, Javed Iqbal et al.|Preprints.org|2023Cited by 4