Landslide Susceptibility Mapping: Analysis of Different Feature Selection Techniques with Artificial Neural Network Tuned by Bayesian and Metaheuristic AlgorithmsFarkhanda Abbas, Mohammed Fahad Albeshr, Fazila Abbas et al.|Preprints.org|2023Cited by 12
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, Javed Iqbal et al.|Preprints.org|2023Cited by 10
Glacial Lake Outburst Flood (Glof) Susceptibility Mapping in Central Karakoram National Park: A Comparative Study of Machine Learning, Deep Learning, and Hybrid ModelsFarkhanda Abbas, Mohammed Fahad Albeshr, Muhammad Shoaib et al.|SSRN Electronic Journal|2025Cited by 2
Performance Evaluation of Deep Learning Models for Water Quality Index Prediction: A Comparative Study of LSTM, TCN, ANN, and MLPMuhammad Ismail, Mohammed Fahad Albeshr, Muhammad Shoaib et al.|arXiv (Cornell University)|2024Cited by 0
Enhancing Landslide Prediction: A Comparative Study of Ensembled and Non-Ensembled Machine Learning Approaches with Dimensionality Reduction and Random Feature Selection to Showcase Entropy ManagementAdeel Abbas, Mohammed Fahad Albeshr, Abdulwahed Fahad Alrefaei et al.|Journal of Sensor Networks and Data Communications|2024Cited by 0