Abbas Maghsoudi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Machine Learning Algorithms

Ensemble Learning

Top Venues

Earth Sci. Informatics

Comput. Geosci.

Neural Comput. 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)
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)
Ali Akbar Aali, Adel Shirazy, Aref Shirazi, Amin Beiranvand Pour, Ardeshir Hezarkhani, Abbas Maghsoudi, Mazlan Hashim, Shayan Khakmardan
Fusion of Remote Sensing, Magnetometric, and Geological Data to Identify Polymetallic Mineral Potential Zones in Chakchak Region, Yazd, Iran. Remote. Sens. 14 (23) (2022)
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)
Seyed Mohammad Bolouki, Hamid Reza Ramazi, Abbas Maghsoudi, Amin Beiranvand Pour, Ghahraman Sohrabi
A Remote Sensing-Based Application of Bayesian Networks for Epithermal Gold Potential Mapping in Ahar-Arasbaran Area, NW Iran. Remote. Sens. 12 (1) (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)
Mohammad Parsa, Abbas Maghsoudi, Mahyar Yousefi
An improved data-driven fuzzy mineral prospectivity mapping procedure; cosine amplitude-based similarity approach to delineate exploration targets. Int. J. Appl. Earth Obs. Geoinformation 58 (2017)