Abbas Maghsoudi

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Development of a hybrid Bayesian-Hyperband optimization procedure: GeoAI-driven hyperparameter tuning of AdaBoost for enhancing Mineral Prospectivity Mapping.
Environ. Model. Softw.
Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash
2025 J jnl
Density based spatial clustering of applications with noise and fuzzy C-means algorithms for unsupervised mineral prospectivity mapping.
Earth Sci. Informatics
Reza Ghezelbash, Mehrdad Daviran, Abbas Maghsoudi, Mahsa Hajihosseinlou
2025 J jnl
Optimized AI-MPM: Application of PSO for tuning the hyperparameters of SVM and RF algorithms.
Comput. Geosci.
Mehrdad Daviran, Abbas Maghsoudi, Reza Ghezelbash
2024 J jnl
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
Amirreza Bigdeli, Abbas Maghsoudi, Reza Ghezelbash
2024 J jnl
Data-driven AHP: a novel method for porphyry copper prospectivity mapping in the Varzaghan District, NW Iran.
Earth Sci. Informatics
Mobin Saremi, Abbas Maghsoudi, Zohre Hoseinzade, Ahmadreza Mokhtari
2024 J jnl
Regularization in machine learning models for MVT Pb-Zn prospectivity mapping: applying lasso and elastic-net algorithms.
Earth Sci. Informatics
Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash
2024 J jnl
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.
Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash
2023 J jnl
Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity.
Neural Comput. Appl.
Reza Ghezelbash, Abbas Maghsoudi, Mehdi Shamekhi, Biswajeet Pradhan, Mehrdad Daviran
2023 J jnl
Hybridizing K-means clustering algorithm with harmony search and artificial bee colony optimizers for intelligence mineral prospectivity mapping.
Earth Sci. Informatics
Mehrdad Daviran, Reza Ghezelbash, Mohammad Niknezhad, Abbas Maghsoudi, Hessam Ghaeminejad
2022 J jnl
Fusion of Remote Sensing, Magnetometric, and Geological Data to Identify Polymetallic Mineral Potential Zones in Chakchak Region, Yazd, Iran.
Remote. Sens.
Ali Akbar Aali, Adel Shirazy, Aref Shirazi, Amin Beiranvand Pour, Ardeshir Hezarkhani, Abbas Maghsoudi, Mazlan Hashim, Shayan Khakmardan
2021 J jnl
A new strategy for spatial predictive mapping of mineral prospectivity: Automated hyperparameter tuning of random forest approach.
Comput. Geosci.
Mehrdad Daviran, Abbas Maghsoudi, Reza Ghezelbash, Biswajeet Pradhan
2020 J jnl
A Remote Sensing-Based Application of Bayesian Networks for Epithermal Gold Potential Mapping in Ahar-Arasbaran Area, NW Iran.
Remote. Sens.
Seyed Mohammad Bolouki, Hamid Reza Ramazi, Abbas Maghsoudi, Amin Beiranvand Pour, Ghahraman Sohrabi
2020 J jnl
Optimization of geochemical anomaly detection using a novel genetic
Comput. Geosci.
Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza
2019 J jnl
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
Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza
2017 J jnl
An improved data-driven fuzzy mineral prospectivity mapping procedure; cosine amplitude-based similarity approach to delineate exploration targets.
Int. J. Appl. Earth Obs. Geoinformation
Mohammad Parsa, Abbas Maghsoudi, Mahyar Yousefi