Reza Ghezelbash

A Novel Scheme for Mapping of MVT-Type Pb–Zn Prospectivity: LightGBM, a Highly Efficient Gradient Boosting Decision Tree Machine Learning Algorithm

Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash · Natural Resources Research · 2023 · 162 citations

Computing, Materials Science, Machine Learning +11

A new strategy for spatial predictive mapping of mineral prospectivity: Automated hyperparameter tuning of random forest approach

Mehrdad Daviran, Abbas Maghsoudi, Reza Ghezelbash et al. · Computers & Geosciences · 2021 · 134 citations · Full text

Computing, Earth Sciences, Geoinformatics +13

Landslide susceptibility prediction using artificial neural networks, SVMs and random forest: hyperparameters tuning by genetic optimization algorithm

Mehrdad Daviran, Mehdi Shamekhi, Reza Ghezelbash et al. · International Journal of Environmental Science and Technology · 2022 · 124 citations

Computing, Geoinformatics, Geological Engineering +15

Optimization of geochemical anomaly detection using a novel genetic K-means clustering (GKMC) algorithm

Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza · Computers & Geosciences · 2019 · 105 citations

Natural Sciences, Earth Sciences, Geology +14

Application of self-organizing map (SOM) and K-means clustering algorithms for portraying geochemical anomaly patterns in Moalleman district, NE Iran

Amirreza Bigdeli, Abbas Maghsoudi, Reza Ghezelbash · Journal of Geochemical Exploration · 2021 · 102 citations

Computing, Earth Sciences, Geoinformatics +17