Muhammad Kamran
University of Tasmania(AU)
Publications by Year
Research Areas
Rock Mechanics and Modeling, Tunneling and Rock Mechanics, Automated Road and Building Extraction, Landslides and related hazards, Drilling and Well Engineering
Most-Cited Works
- → Application of Gradient Boosting Machine Learning Algorithms to Predict Uniaxial Compressive Strength of Soft Sedimentary Rocks at Thar Coalfield(2021)89 cited
- → Predictive Modeling of Short-Term Rockburst for the Stability of Subsurface Structures Using Machine Learning Approaches: t-SNE, K-Means Clustering and XGBoost(2022)83 cited
- → Predictive modeling of drilling rate index using machine learning approaches: LSTM, simple RNN, and RFA(2022)59 cited
- → Intelligent based decision-making strategy to predict fire intensity in subsurface engineering environments(2023)50 cited
- → Application of KNN-based isometric mapping and fuzzy c-means algorithm to predict short-term rockburst risk in deep underground projects(2022)49 cited
- → Decision Support System for the Prediction of Mine Fire Levels in Underground Coal Mining Using Machine Learning Approaches(2022)32 cited
- → Efektivitas Pembagian Harta Bersama Pasca Perceraian: Studi Kasus Perkawinan Poligami(2020)32 cited
- → Decision intelligence-driven predictive modelling of air quality index in surface mining(2024)26 cited
- → Decision Intelligence-Based Predictive Modelling of Hard Rock Pillar Stability Using K-Nearest Neighbour Coupled with Grey Wolf Optimization Algorithm(2024)24 cited
- → A Multi-Criteria Decision Intelligence Framework to Predict Fire Danger Ratings in Underground Engineering Structures(2023)21 cited