پروفایل اساتید - mine- دانشکده مهندسی معدن
مقالات علمی چاپ شده در مجلات
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"Spatial multi-criteria approaches for estimating geogenic radon hazard index"
Iman Masoumi,
Sabrina Maggio,
Sandra De Iaco,
GHezelbash Reza
SCIENCE OF THE TOTAL ENVIRONMENT,
Vol. 956,
2024
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"A hybrid framework for Detection of Multivariate porphyry Cu Signatures and Anomaly Enhancement: Incorporation of SFA, GMPI, and Grey Wolf Optimization"
Mobin Saremi,
Abbas Maghsoudi,
Mahsa Hajihosseinlou,
GHezelbash Reza
Geochemistry-Chemie der Erde,
Vol. 1,
No 1,
2024
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"Regularization in machine learning models for MVT Pb-Zn prospectivity mapping: applying lasso and elastic-net algorithms"
Mahsa Hajihosseinlou,
Abbas Maghsoudi,
GHezelbash Reza
Earth Science Informatics,
Vol. -,
pp.1-15,
2024
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"Stacking: A novel data-driven ensemble machine learning strategy for prediction and mapping of Pb-Zn prospectivity in Varcheh district, west Iran"
Mahsa Hajihosseinlou,
Abbas Maghsoudi,
GHezelbash Reza
EXPERT SYSTEMS WITH APPLICATIONS,
Vol. 237,
No 1,
2024
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"Intelligent mapping of geochemical anomalies: Adaptation of DBSCAN and mean-shift clustering approaches"
Mahsa Hajihosseinlou,
Abbas Maghsoudi,
GHezelbash Reza
JOURNAL OF GEOCHEMICAL EXPLORATION,
Vol. 258,
No 1,
2024
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"A comprehensive evaluation of OPTICS, GMM and K-means clustering methodologies for geochemical anomaly detection connected with sample catchment basins"
Mahsa Hajihosseinlou,
Abbas Maghsoudi,
GHezelbash Reza
Geochemistry-Chemie der Erde,
Vol. 84,
No 2,
2024
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"A data-driven VIKOR procedure for predictive modeling of porphyry copper prospectivity in SE Iran"
Sarina Akbari,
Hamidreza Ramazi,
GHezelbash Reza
JOURNAL OF GEOCHEMICAL EXPLORATION,
Vol. 259,
No 107414,
2024
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"Developing a spatio-temporal interactions model for car crashes using a novel data-driven AHP-TOPSIS"
Somaye Ghezelbash,
GHezelbash Reza,
Mohsen Kalantari
APPLIED GEOGRAPHY,
Vol. 162,
No 1,
2024
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"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"
Amirreza Bigdeli,
Abbas Maghsoudi,
GHezelbash Reza
Earth Science Informatics,
Vol. 1,
No 1,
2023
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"Recognizing Geochemical Anomalies Associated with Mineral Resources Using Singularity Analysis and Random Forest Models in the Torud-Chahshirin Belt, Northeast Iran"
Amirreza Bigdeli,
Abbas Maghsoudi,
GHezelbash Reza
Minerals,
Vol. 13,
No 11,
2023
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"GWOKM: A novel hybrid optimization algorithm for geochemical anomaly detection based on Grey wolf optimizer and K-means clustering"
Mehrdad Daviran,
GHezelbash Reza,
Abbas Maghsoudi
Geochemistry-Chemie der Erde,
Vol. 1,
No 1,
2023
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"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,
GHezelbash Reza
Natural Resources Research,
Vol. 32,
No 6,
pp.2417-2438,
2023
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"Hybridizing K-means clustering algorithm with harmony search and artificial bee colony optimizers for intelligence mineral prospectivity mapping"
Mehrdad Daviran,
GHezelbash Reza,
Mohammad Niknezhad,
Abbas Maghsoudi,
Hesam Ghaeminejad
Earth Science Informatics,
Vol. 16,
No 3,
pp.2143-2165,
2023
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"Using fractal and multifractal methods to reveal geophysical anomalies in Sardouyeh District, Kerman, Iran"
Sarina Akbari,
Hamidreza Ramazi,
GHezelbash Reza
Earth Science Informatics,
Vol. 16,
No 3,
pp.2125-2142,
2023
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"Incorporating the genetic and firefly optimization algorithms into K-means clustering method for detection of porphyry and skarn Cu-related geochemical footprints in Baft district, Kerman, Iran"
GHezelbash Reza,
Mehrdad Daviran,
Abbas Maghsoudi,
Hesam Ghaeminejad,
Mohammad Niknezhad
APPLIED GEOCHEMISTRY,
Vol. 148,
No 1,
2023
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"Landslide susceptibility prediction using artificial neural networks, SVMs and random forest: hyperparameters tuning by genetic optimization algorithm"
Mehrdad Daviran,
Mehdi Shamekhi,
GHezelbash Reza,
Abbas Maghsoudi
International Journal of Environmental Science and Technology,
Vol. 20,
No 1,
pp.259-276,
2022
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"Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity"
GHezelbash Reza,
Abbas Maghsoudi,
Mehdi Shamekhi,
Biswajeet Pradhan,
Mehrdad Daviran
NEURAL COMPUTING & APPLICATIONS,
Vol. 35,
No 1,
pp.719-733,
2022
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"Quantifying Uncertainties Linked to the Diversity of Mathematical Frameworks in Knowledge-Driven Mineral Prospectivity Mapping"
Mehrdad Daviran,
Mohammad Parsa,
Abbas Maghsoudi,
GHezelbash Reza
Natural Resources Research,
Vol. 31,
No 5,
pp.2271-2287,
2022
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"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,
GHezelbash Reza
JOURNAL OF GEOCHEMICAL EXPLORATION,
Vol. 233,
No 1,
2022
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"Regional-Scale Mineral Prospectivity Mapping: Support Vector Machines and an Improved Data-Driven Multi-criteria Decision-Making Technique"
GHezelbash Reza,
Abbas Maghsoudi,
Amirreza Bigdeli,
Emmanuel John M. Carranza
Natural Resources Research,
Vol. 30,
No 3,
pp.1977-2005,
2021
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"A new strategy for spatial predictive mapping of mineral prospectivity: Automated hyperparameter tuning of random forest approach"
Mehrdad Daviran,
Abbas Maghsoudi,
GHezelbash Reza,
Biswajeet Pradhan
COMPUTERS & GEOSCIENCES,
Vol. 148,
No 1,
2021
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"Comparison between the geochemical response of BLEG and fine fraction stream sediments to mineralization in the Eastern Black Sea region, Turkey"
Huseyin Yilmaz,
GHezelbash Reza,
David R. Cohen,
Ramazan Sari,
Fatma Nuran Sonmez,
Abbas Maghsoudi
JOURNAL OF GEOCHEMICAL EXPLORATION,
Vol. 217,
No 1,
2020
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"Geoelectrical integrated models for determining the geometry of karstic cavities in the Zarrinabad area, west of Iran: combination of fuzzy logic, C-A fractal model and hybrid AHP-TOPSIS procedure"
Sarina Akbari,
Hamidreza Ramazi,
GHezelbash Reza,
Abbas Maghsoudi
CARBONATES AND EVAPORITES,
Vol. 35,
No 2,
2020
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"Sensitivity analysis of prospectivity modeling to evidence maps: Enhancing success of targeting for epithermal gold, Takab district, NW Iran"
GHezelbash Reza,
Abbas Maghsoudi,
Emmanuel John M. Carranza
ORE GEOLOGY REVIEWS,
Vol. 120,
No 1,
2020
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"Optimization of geochemical anomaly detection using a novel genetic K-means clustering (GKMC) algorithm"
GHezelbash Reza,
Abbas Maghsoudi,
Emmanuel John M. Carranza
COMPUTERS & GEOSCIENCES,
Vol. 134,
No 1,
2020
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"Assessment of Various Fuzzy c-Mean Clustering Validation Indices for Mapping Mineral Prospectivity: Combination of Multifractal Geochemical Model and Mineralization Processes"
Mehrdad Daviran,
Abbas Maghsoudi,
David R. Cohen,
GHezelbash Reza,
Huseyin Yilmaz
Natural Resources Research,
Vol. 29,
No 1,
pp.229-246,
2019
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"Developing a fractal model for spatial mapping of crime hotspots"
Mohsen Kalantari,
Somaye Ghezelbash,
GHezelbash Reza,
Bamshad Yaghmaei
European Journal on Criminal Policy and Research,
Vol. 26,
No 4,
pp.571-591,
2019
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"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"
GHezelbash Reza,
Abbas Maghsoudi,
Mehrdad Daviran,
Huseyin Yilmaz
Geochemistry-Chemie der Erde,
Vol. 79,
No 2,
pp.323-336,
2019
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"Mapping of single- and multi-element geochemical indicators based on catchment basin analysis: Application of fractal method and unsupervised clustering models"
GHezelbash Reza,
Abbas Maghsoudi,
Emmanuel John M. Carranza
JOURNAL OF GEOCHEMICAL EXPLORATION,
Vol. 199,
No 1,
pp.90-104,
2019
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"Combination of multifractal geostatistical interpolation and spectrum–area (S–A) fractal model for Cu–Au geochemical prospects in Feizabad district, NE Iran"
GHezelbash Reza,
Abbas Maghsoudi,
Emmanuel John M. Carranza
Arabian Journal of Geosciences,
Vol. 12,
No 5,
2019
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"Performance evaluation of RBF- and SVM-based machine learning algorithms for predictive mineral prospectivity modeling: integration of S-A multifractal model and mineralization controls"
GHezelbash Reza,
Abbas Maghsoudi,
Emmanuel John M. Carranza
Earth Science Informatics,
Vol. 12,
No 3,
pp.277-293,
2019
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"An Improved Data-Driven Multiple Criteria Decision-Making Procedure for Spatial Modeling of Mineral Prospectivity: Adaption of Prediction–Area Plot and Logistic Functions"
GHezelbash Reza,
Abbas Maghsoudi,
Emmanuel John M. Carranza
Natural Resources Research,
Vol. 28,
No 4,
pp.1299-1316,
2019
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"Prospectivity modeling of porphyry copper deposits: recognition of efficient mono- and multi-element geochemical signatures in the Varzaghan district, NW Iran"
GHezelbash Reza,
Abbas Maghsoudi,
Mehrdad Davarian
Acta Geochimica,
Vol. 38,
No 1,
pp.131-144,
2018
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"A hybrid AHP-VIKOR approach for prospectivity modeling of porphyry Cu deposits in the Varzaghan District, NW Iran"
GHezelbash Reza,
Abbas Maghsoudi
Arabian Journal of Geosciences,
Vol. 11,
No 11,
2018
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"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"
GHezelbash Reza,
Abbas Maghsoudi
COMPTES RENDUS GEOSCIENCE,
Vol. 350,
No 4,
pp.180-191,
2018
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"Decomposition of anomaly patterns of multi-element geochemical signatures in Ahar area, NW Iran: a comparison of U-spatial statistics and fractal models"
Mohammad Parsa,
Abbas Maghsoudi,
GHezelbash Reza
Arabian Journal of Geosciences,
Vol. 9,
No 4,
2016
