Farkhanda Abbas

Machine Learning Models for Water Quality Prediction: A Comprehensive Analysis and Uncertainty Assessment in Mirpurkhas, Sindh, Pakistan

Farkhanda Abbas, Zhihua Cai, Muhammad Shoaib et al. · Water · 2024 · 55 citations · Full text

Artificial Intelligence, Hydrological Prediction, Environmental Monitoring +18

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 Techniques

Farkhanda Abbas, Feng Zhang, Muhammad Ismail et al. · Sensors · 2023 · 49 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Landslide Susceptibility Mapping: Analysis of Different Feature Selection Techniques with Artificial Neural Network Tuned by Bayesian and Metaheuristic Algorithms

Farkhanda Abbas · Remote Sensing · 2023 · 26 citations · Full text

Rock Slide, Engineering, Machine Learning +20

Landslide susceptibility assessment along the Karakoram highway, Gilgit Baltistan, Pakistan: A comparative study between ensemble and neighbor-based machine learning algorithms

Farkhanda Abbas, Feng Zhang, Muhammad Afaq Hussain et al. · Science of Remote Sensing · 2024 · 15 citations · Full text

Landslide Susceptibility Mapping: Analysis of Different Feature Selection Techniques with Artificial Neural Network Tuned by Bayesian and Metaheuristic Algorithms

Farkhanda Abbas, Feng Zhang, Fazila Abbas et al. · Preprints.org · 2023 · 12 citations · Full text

Rock Slide, Engineering, Machine Learning +20