Mehrdad Daviran

Statistics

Publications

Citations

786

H-Index

Active since

2018

Affiliations

Amirkabir University of Technology(Current)

University of Shahrood

University of Tehran

University of Zanjan

University of Technology Sydney

Mehrdad Daviran is an author at Amirkabir University of Technology specializing in earth sciences, natural sciences, and mineral prospectivity mapping.

Publications per year

2018–2025

Publications

A new strategy for spatial predictive mapping of mineral prospectivity: Automated hyperparameter tuning of random forest approach

Mehrdad Daviran, Abbas Maghsoudi, Reza Ghezelbash et al. · Computers & Geosciences · 2021 · 134 citations · Full text

Computing, Earth Sciences, Geoinformatics +13

Landslide susceptibility prediction using artificial neural networks, SVMs and random forest: hyperparameters tuning by genetic optimization algorithm

Mehrdad Daviran, Mehdi Shamekhi, Reza Ghezelbash et al. · International Journal of Environmental Science and Technology · 2022 · 124 citations

Computing, Geoinformatics, Geological Engineering +15

Optimized AI-MPM: Application of PSO for tuning the hyperparameters of SVM and RF algorithms

Mehrdad Daviran, Abbas Maghsoudi, Reza Ghezelbash · Computers & Geosciences · 2024 · 99 citations

Computing, Computer Science, Artificial Intelligence +11

Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity

Reza Ghezelbash, Abbas Maghsoudi, Mehdi Shamekhi et al. · Neural Computing and Applications · 2022 · 97 citations

Natural Sciences, Earth Sciences, Geoinformatics +11

Quantifying Uncertainties Linked to the Diversity of Mathematical Frameworks in Knowledge-Driven Mineral Prospectivity Mapping

Mehrdad Daviran, Mohammad Parsa, Abbas Maghsoudi et al. · Natural Resources Research · 2022 · 51 citations

Natural Sciences, Earth Sciences, Mathematics +14

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