Concepedia

Mahsa Hajihosseinlou

MH

Statistics

Publications

11

Citations

529

H-Index

10

Active since

2023

Affiliations

Amirkabir University of Technology(Current)

University of Tehran

Mahsa Hajihosseinlou is an author at Amirkabir University of Technology specializing in computing, machine learning, and prospectivity mapping.

Publications per year

2023–2025

11

Publications

11

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, Reza Ghezelbash · Natural Resources Research · 2023 · 162 citations

Computing, Materials Science, Machine Learning +11

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, Reza Ghezelbash · Expert Systems with Applications · 2023 · 101 citations

Computing, Data Science, Data Mining +12

Intelligent mapping of geochemical anomalies: Adaptation of DBSCAN and mean-shift clustering approaches

Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash · Journal of Geochemical Exploration · 2024 · 65 citations

Computing, Earth Sciences, Geoinformatics +16

A comprehensive evaluation of OPTICS, GMM and K-means clustering methodologies for geochemical anomaly detection connected with sample catchment basins

Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash et al. · Geochemistry · 2024 · 57 citations

Computing, Earth Sciences, Geoinformatics +17

Regularization in machine learning models for MVT Pb-Zn prospectivity mapping: applying lasso and elastic-net algorithms

Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash · Earth Science Informatics · 2024 · 37 citations

Computing, Computer Science, Machine Learning +14

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