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Reza Ghezelbash

Observed name: R. Ghezelbash
ORCID: 0000-0002-9109-4924
Observed ORCID: 0000-0002-9109-4924
OpenAlex ID: A5004136799
A Novel Scheme for Mapping of MVT-Type Pb–Zn Prospectivity: LightGBM, a Highly Efficient Gradient Boosting Decision Tree Machine Learning Algorithm
2023 · Mahsa Hajihosseinlou, Abbas Maghsoudi, et al. · Natural Resources Research · 207
A new strategy for spatial predictive mapping of mineral prospectivity: Automated hyperparameter tuning of random forest approach
2021 · Mehrdad Daviran, Abbas Maghsoudi, et al. · Computers & Geosciences · 147
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Optimized AI-MPM: Application of PSO for tuning the hyperparameters of SVM and RF algorithms
2024 · Mehrdad Daviran, Abbas Maghsoudi, et al. · Computers & Geosciences · 130
Landslide susceptibility prediction using artificial neural networks, SVMs and random forest: hyperparameters tuning by genetic optimization algorithm
2022 · M. Daviran, M. Shamekhi, et al. · International Journal of Environmental Science and Technology · 129
Application of self-organizing map (SOM) and K-means clustering algorithms for portraying geochemical anomaly patterns in Moalleman district, NE Iran
2021 · Amirreza Bigdeli, Abbas Maghsoudi, et al. · Journal of Geochemical Exploration · 119
Stacking: A novel data-driven ensemble machine learning strategy for prediction and mapping of Pb-Zn prospectivity in Varcheh district, west Iran
2023 · Mahsa Hajihosseinlou, Abbas Maghsoudi, et al. · Expert Systems with Applications · 113
Optimization of geochemical anomaly detection using a novel genetic K-means clustering (GKMC) algorithm
2019 · Reza Ghezelbash, Abbas Maghsoudi, et al. · Computers & Geosciences · 109
Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity
2022 · Reza Ghezelbash, Abbas Maghsoudi, et al. · Neural Computing and Applications · 105
Regional-Scale Mineral Prospectivity Mapping: Support Vector Machines and an Improved Data-Driven Multi-criteria Decision-Making Technique
2021 · Reza Ghezelbash, Abbas Maghsoudi, et al. · Natural Resources Research · 91
Intelligent mapping of geochemical anomalies: Adaptation of DBSCAN and mean-shift clustering approaches
2024 · Mahsa Hajihosseinlou, Abbas Maghsoudi, et al. · Journal of Geochemical Exploration · 75
Mapping of single- and multi-element geochemical indicators based on catchment basin analysis: Application of fractal method and unsupervised clustering models
2019 · Reza Ghezelbash, Abbas Maghsoudi, et al. · Journal of Geochemical Exploration · 74
Performance evaluation of RBF- and SVM-based machine learning algorithms for predictive mineral prospectivity modeling: integration of S-A multifractal model and mineralization controls
2019 · Reza Ghezelbash, Abbas Maghsoudi, et al. · Earth Science Informatics · 73
A comprehensive evaluation of OPTICS, GMM and K-means clustering methodologies for geochemical anomaly detection connected with sample catchment basins
2024 · Mahsa Hajihosseinlou, Abbas Maghsoudi, et al. · Geochemistry · 66
Decomposition of anomaly patterns of multi-element geochemical signatures in Ahar area, NW Iran: a comparison of U-spatial statistics and fractal models
2016 · Mohammad Parsa, Abbas Maghsoudi, et al. · Arabian Journal of Geosciences · 58
Quantifying Uncertainties Linked to the Diversity of Mathematical Frameworks in Knowledge-Driven Mineral Prospectivity Mapping
2022 · Mehrdad Daviran, Mohammad Parsa, et al. · Natural Resources Research · 56
Comparison of U-spatial statistics and C–A fractal models for delineating anomaly patterns of porphyry-type Cu geochemical signatures in the Varzaghan district, NW Iran
2018 · Reza Ghezelbash, Abbas Maghsoudi · Comptes Rendus Géoscience · 53
Assessment of Various Fuzzy c-Mean Clustering Validation Indices for Mapping Mineral Prospectivity: Combination of Multifractal Geochemical Model and Mineralization Processes
2019 · Mehrdad Daviran, Abbas Maghsoudi, et al. · Natural Resources Research · 52
Evaluating biological control of yellow starthistle (Centaurea solstitialis) in California: A GIS based supply–demand demographic model
2005 · Andrew P. Gutierrez, Michael J. Pitcairn, et al. · Biological Control · 48
Sensitivity analysis of prospectivity modeling to evidence maps: Enhancing success of targeting for epithermal gold, Takab district, NW Iran
2020 · Reza Ghezelbash, Abbas Maghsoudi, et al. · Ore Geology Reviews · 45
Regularization in machine learning models for MVT Pb-Zn prospectivity mapping: applying lasso and elastic-net algorithms
2024 · Mahsa Hajihosseinlou, Abbas Maghsoudi, et al. · Earth Science Informatics · 44
A hybrid AHP-VIKOR approach for prospectivity modeling of porphyry Cu deposits in the Varzaghan District, NW Iran
2018 · Reza Ghezelbash, Abbas Maghsoudi · Arabian Journal of Geosciences · 44
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
2023 · Amirreza Bigdeli, Abbas Maghsoudi, et al. · Earth Science Informatics · 42
An Improved Data-Driven Multiple Criteria Decision-Making Procedure for Spatial Modeling of Mineral Prospectivity: Adaption of Prediction–Area Plot and Logistic Functions
2019 · Reza Ghezelbash, Abbas Maghsoudi, et al. · Natural Resources Research · 42
GWOKM: A novel hybrid optimization algorithm for geochemical anomaly detection based on Grey wolf optimizer and K-means clustering
2023 · Mehrdad Daviran, Reza Ghezelbash, et al. · Geochemistry · 40
Incorporation of principal component analysis, geostatistical interpolation approaches and frequency-space-based models for portraying the Cu-Au geochemical prospects in the Feizabad district, NW Iran
2019 · Reza Ghezelbash, Abbas Maghsoudi, et al. · Geochemistry · 35
Works count: 59
Citation count: 2,426
H-index: 30
I10-index: 41
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