زهره حسين زاده خرزوقي

Journal Paper

1. "A Sobol-based ensemble framework for integrating multi-method geochemical anomaly detection"
   Zohre Hoseinzade, Mobin Saremi, Moslem Fatehi, Amin Beiranvand Pour
   APPLIED GEOCHEMISTRY, pp.106929-106939, 2026
2. "Incorporation of geological constraint-based strategy and point pattern analysis for selection of non-deposit points in supervised mineral prospectivity mapping"
   Mobin Saremi, Seyyed Ataollah Agha Seyyed Mirzabozorg, Abbas Maghsoudi, Ardeshir Hezarkhani, Amin Beiranvand Pour, Zohre Hoseinzade
   Earth Science Informatics, pp.1-10, 2026
3. "Predictive modeling of mineral prospectivity by deep self-organizing map: Implications for copper exploration targeting in saveh district, central Iran"
   Zohre Hoseinzade, Mohammad Hassan Bazoobandi, Saeid Esmaeiloghli, Mobin Saremi
   ORE GEOLOGY REVIEWS, pp.107194-107201, 2026
4. "Unsupervised Autoencoder-Based Feature Ranking and Anomaly Detection for Porphyry Copper Prospectivity Mapping from Multi-Source Geospatial Datasets"
   Mobin Saremi, Zohre Hoseinzade, Adel Shirazy, Aref Shirazi, Amin Beiranvand Pour
   Minerals, pp.660-666, 2026
5. "A deep embedded clustering algorithm in conjunction with an ensemble technique for mineral prospectivity mapping"
   Mobin Saremi, Zohre Hoseinzade, Mahyar Yousefi
   Scientific Reports, pp.20-30, 2025
6. "Fusion of remote sensing and geochemical data using hybrid Variational Autoencoder- BIRCH deep learning algorithm for copper prospectivity mapping"
   Zohre Hoseinzade, Mobin Saremi, Mojgan Shojaei, Ahmad Reza Mokhtari, Amin Beiranvand Pour, Seyyed Ataollah Agha Seyyed Mirzabozorg, Ardeshir Hezarkhani, Abbas Maghsoudi, Saeed Yousefi
   Remote Sensing Applications-Society and Environment, 2025
7. "Enhancing porphyry copper prospectivity mapping: A deep autoencoder-based approach to identify non-deposit points in varzaghan region, NW Iran"
   Mobin Saremi, Abbas Maghsoudi, Ardeshir Hezarkhani, Amin Beiranvand Pour, Zohre Hoseinzade, Seyyed Ataollah Agha Seyyed Mirzabozorg, Mahyar Yousefi
   ORE GEOLOGY REVIEWS, 2025
8. "Evaluation of Deep Isolation Forest (DIF) Algorithm for Mineral Prospectivity Mapping of Polymetallic Deposits"
   Mobin Saremi, Milad Bagheri, Seyyed Ataollah Agha Seyyed Mirzabozorg, Najmaldin Ezaldin Hassan, Zohre Hoseinzade, Abbas Maghsoudi, Shahabaldin Rezania, Hojjatollah Ranjbar, Basem Zoheir, Amin Beiranvand Pour
   Minerals, 2024
9. "Deep embedded clustering: Delineating multivariate geochemical anomalies in the Feizabad region"
   Zohre Hoseinzade, Mohammad Hassan Bazoobandi
   Geochemistry, 2024
10. "Data-driven AHP: a novel method for porphyry copper prospectivity mapping in the Varzaghan District, NW Iran"
    Mobin Saremi, Abbas Maghsoudi, Zohre Hoseinzade, Ahmad Reza Mokhtari
    Earth Science Informatics, pp.5063-5078, 2024
11. "Integrated remote sensing and geochemical studies for enhanced prospectivity mapping of porphyry copper deposits: A case study from the Pariz district, Urmia-Dokhtar metallogenic belt, southern Iran"
    Mobin Saremi, Zohre Hoseinzade, Seyyed Ataollah Agha Seyyed Mirzabozorg, Amin Beiranvand Pour, Basem Zoheir, Alireza Almasi
    Remote Sensing Applications-Society and Environment, 2024
12. "Applying Deep Embedded Self Organizing Map DE-SOM) method to separate geochemical anomalous areas of copper-gold mineralization in Moalleman region, Iran"
    Zohre Hoseinzade, Mohammad Hassan Bazoobandi
    Journal of Mining and Environment, 2024
13. "Clay minerals characterization of the Miduk ball mill output through spectral analysis"
    Zohre Hoseinzade, Ahmad Reza Mokhtari, Hamid Zekri
    ORE GEOLOGY REVIEWS, 2023
14. "Identification of areas at the risk of landslide via the short-time Fourier transform"
    Zohre Hoseinzade, Maryam Mokhtari, Kourosh Shirani, Neda Sadat Miresmaeili
    Earth Science Informatics, pp.2405-2413, 2022
15. "Application of prediction-area plot in the assessment of MCDM methods through VIKOR, PROMETHEE II, and permutation"
    Zohre Hoseinzade, Asal Zavarei, Kourosh Shirani
    NATURAL HAZARDS, pp.2489-2507, 2021
16. "A comparison study on landslide prediction through FAHP and Dempster-Shafer methods and their evaluation by P-A plots"
    Maryam Mokhtari, Zohre Hoseinzade, Kourosh Shirani
    Environmental Earth Sciences, 2020
17. "Application of radial basis function in the analysis of irregular geochemical patterns through spectrum-area method"
    Zohre Hoseinzade, Ahmad Reza Mokhtari, Hamid Zekri
    JOURNAL OF GEOCHEMICAL EXPLORATION, pp.257-265, 2018
18. "A comparison study on detection of key geochemical variables and factors through three different types of factor analysis"
    Zohre Hoseinzade, Ahmad Reza Mokhtari
    JOURNAL OF AFRICAN EARTH SCIENCES, pp.557-563, 2017

Conference Paper

1. "مدل سازي پتانسيل معدني طلا-مس با رويكرد تركيبي شبكه عصبي پيچشي و شبكه عصبي حافظه طولاني كوتاه مدت"
   Nesa Mohammadi, Zohre Hoseinzade
   The 44th national Geoscience Congress, 2026