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Mehrdad Daviran
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A new strategy for spatial predictive mapping of mineral prospectivity: Automated hyperparameter tuning of random forest approach
M Daviran, A Maghsoudi, R Ghezelbash, B Pradhan
Computers & Geosciences 148, 104688, 2021
722021
Landslide susceptibility prediction using artificial neural networks, SVMs and random forest: hyperparameters tuning by genetic optimization algorithm
M Daviran, M Shamekhi, R Ghezelbash, A Maghsoudi
International Journal of Environmental Science and Technology 20 (1), 259-276, 2023
442023
Prospectivity modeling of porphyry copper deposits: recognition of efficient mono-and multi-element geochemical signatures in the Varzaghan district, NW Iran
R Ghezelbash, A Maghsoudi, M Daviran
Acta Geochimica 38, 131-144, 2019
362019
Combination of multifractal geostatistical interpolation and spectrum–area (S–A) fractal model for Cu–Au geochemical prospects in Feizabad district, NE Iran
R Ghezelbash, A Maghsoudi, M Daviran
Arabian Journal of Geosciences 12, 1-14, 2019
322019
Assessment of Various Fuzzy c-Mean Clustering Validation Indices for Mapping Mineral Prospectivity: Combination of Multifractal Geochemical Model and …
M Daviran, A Maghsoudi, DR Cohen, R Ghezelbash, H Yilmaz
Natural Resources Research 29, 229-246, 2020
302020
Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity
R Ghezelbash, A Maghsoudi, M Shamekhi, B Pradhan, M Daviran
Neural Computing and Applications 35 (1), 719-733, 2023
292023
Incorporation of principal component analysis, geostatistical interpolation approaches and frequency-space-based models for portraying the Cu-Au geochemical prospects in the …
R Ghezelbash, A Maghsoudi, M Daviran, H Yilmaz
Geochemistry 79 (2), 323-336, 2019
252019
Quantifying uncertainties linked to the diversity of mathematical frameworks in knowledge-driven mineral prospectivity mapping
M Daviran, M Parsa, A Maghsoudi, R Ghezelbash
Natural Resources Research 31 (5), 2271-2287, 2022
242022
Incorporating the genetic and firefly optimization algorithms into K-means clustering method for detection of porphyry and skarn Cu-related geochemical footprints in Baft …
R Ghezelbash, M Daviran, A Maghsoudi, H Ghaeminejad, M Niknezhad
Applied Geochemistry 148, 105538, 2023
122023
Hybridizing K-means clustering algorithm with harmony search and artificial bee colony optimizers for intelligence mineral prospectivity mapping
M Daviran, R Ghezelbash, M Niknezhad, A Maghsoudi, H Ghaeminejad
Earth Science Informatics 16 (3), 2143-2165, 2023
82023
Implementation of Fuzzy-AHP and Fuzzy-GAMMA approaches for discovering the prospectivity areas of Au mineralization in Takhte-Soleyman district
R Ghezelbash, M Daviran
RESEARCHES IN EARTH SCIENCES 10 (37), 143-162, 2019
62019
GWOKM: A novel hybrid optimization algorithm for geochemical anomaly detection based on Grey wolf optimizer and K-means clustering
M Daviran, R Ghezelbash, A Maghsoudi
Geochemistry 84 (1), 126036, 2024
22024
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