Machine Learning Models for Water Quality Prediction: A Comprehensive Analysis and Uncertainty Assessment in Mirpurkhas, Sindh, PakistanFarkhanda Abbas, Mohammed Fahad Albeshr, Zhihua Cai et al.|Water|2024Cited by 67
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, Feng Zhang et al.|Sensors|2023Cited by 55
Landslide Susceptibility Mapping: Analysis of Different Feature Selection Techniques with Artificial Neural Network Tuned by Bayesian and Metaheuristic AlgorithmsFarkhanda Abbas, Mohammed Fahad Albeshr, Feng Zhang et al.|Remote Sensing|2023Cited by 31
Uncertainty Analysis of Predictive Models for Water Quality Index: Comparative Analysis of XGBoost, Random Forest, SVM, KNN, Gradient Boosting, and Decision Tree Algorithms.Farkhanda Abbas, Mohammed Fahad Albeshr, Zhihua Cai et al.|Preprints.org|2024Cited by 12
Landslide Susceptibility Mapping: Analysis of Different Feature Selection Techniques with Artificial Neural Network Tuned by Bayesian and Metaheuristic AlgorithmsFarkhanda Abbas, Mohammed Fahad Albeshr, Feng Zhang et al.|Preprints.org|2023Cited by 12