Reza Ghezelbash

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Development of a hybrid Bayesian-Hyperband optimization procedure: GeoAI-driven hyperparameter tuning of AdaBoost for enhancing Mineral Prospectivity Mapping.
Environ. Model. Softw.
Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash
2025 J jnl
Density based spatial clustering of applications with noise and fuzzy C-means algorithms for unsupervised mineral prospectivity mapping.
Earth Sci. Informatics
Reza Ghezelbash, Mehrdad Daviran, Abbas Maghsoudi, Mahsa Hajihosseinlou
2025 J jnl
Optimized AI-MPM: Application of PSO for tuning the hyperparameters of SVM and RF algorithms.
Comput. Geosci.
Mehrdad Daviran, Abbas Maghsoudi, Reza Ghezelbash
2024 J jnl
A comparative study of the XGBoost ensemble learning and multilayer perceptron in mineral prospectivity modeling: a case study of the Torud-Chahshirin belt, NE Iran.
Earth Sci. Informatics
Amirreza Bigdeli, Abbas Maghsoudi, Reza Ghezelbash
2024 J jnl
Regularization in machine learning models for MVT Pb-Zn prospectivity mapping: applying lasso and elastic-net algorithms.
Earth Sci. Informatics
Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash
2024 J jnl
Stacking: A novel data-driven ensemble machine learning strategy for prediction and mapping of Pb-Zn prospectivity in Varcheh district, west Iran.
Expert Syst. Appl.
Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash
2023 J jnl
Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity.
Neural Comput. Appl.
Reza Ghezelbash, Abbas Maghsoudi, Mehdi Shamekhi, Biswajeet Pradhan, Mehrdad Daviran
2023 J jnl
Hybridizing K-means clustering algorithm with harmony search and artificial bee colony optimizers for intelligence mineral prospectivity mapping.
Earth Sci. Informatics
Mehrdad Daviran, Reza Ghezelbash, Mohammad Niknezhad, Abbas Maghsoudi, Hessam Ghaeminejad
2023 J jnl
Using fractal and multifractal methods to reveal geophysical anomalies in Sardouyeh District, Kerman, Iran.
Earth Sci. Informatics
Sarina Akbari, Hamidreza Ramazi, Reza Ghezelbash
2021 J jnl
A new strategy for spatial predictive mapping of mineral prospectivity: Automated hyperparameter tuning of random forest approach.
Comput. Geosci.
Mehrdad Daviran, Abbas Maghsoudi, Reza Ghezelbash, Biswajeet Pradhan
2020 J jnl
Optimization of geochemical anomaly detection using a novel genetic
Comput. Geosci.
Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza
2019 J jnl
Performance evaluation of RBF- and SVM-based machine learning algorithms for predictive mineral prospectivity modeling: integration of S-A multifractal model and mineralization controls.
Earth Sci. Informatics
Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza