Reza Ghezelbash

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Learning Algorithm

Artificial Bee Colony

Ensemble Learning

Top Venues

Earth Sci. Informatics

Comput. Geosci.

Neural Comput. Appl.

Expert Syst. Appl.

Publications

Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash
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. 237 (Part C) (2024)
Amirreza Bigdeli, Abbas Maghsoudi, Reza Ghezelbash
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 17 (1) (2024)
Reza Ghezelbash, Abbas Maghsoudi, Mehdi Shamekhi, Biswajeet Pradhan, Mehrdad Daviran
Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity. Neural Comput. Appl. 35 (1) (2023)
Sarina Akbari, Hamidreza Ramazi, Reza Ghezelbash
Using fractal and multifractal methods to reveal geophysical anomalies in Sardouyeh District, Kerman, Iran. Earth Sci. Informatics 16 (3) (2023)
Mehrdad Daviran, Reza Ghezelbash, Mohammad Niknezhad, Abbas Maghsoudi, Hessam Ghaeminejad
Hybridizing K-means clustering algorithm with harmony search and artificial bee colony optimizers for intelligence mineral prospectivity mapping. Earth Sci. Informatics 16 (3) (2023)
Mehrdad Daviran, Abbas Maghsoudi, Reza Ghezelbash, Biswajeet Pradhan
A new strategy for spatial predictive mapping of mineral prospectivity: Automated hyperparameter tuning of random forest approach. Comput. Geosci. 148 (2021)
Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza
-means clustering (GKMC) algorithm. Comput. Geosci. 134 (2020)
Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza
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 12 (3) (2019)