Elgun Hasanov

Primary-Preserving Complementary Module Retrieval Across Formal Mathematics Libraries

@inproceedings{hasanov2026modules,
  title = {Primary-Preserving Complementary Module Retrieval Across Formal Mathematics Libraries},
  author = {Hasanov, Elgun and Bashirov, Fatulla and El Kadhi, Nahla},
  year = {2026},
  booktitle = {WISE 2026, Student Track}
}

Asymmetric Cross-Cohort Generalization in Alzheimer's Disease Classification: A Bidirectional External Validation Study

@inproceedings{hasanov2026asymmetric,
  title = {Asymmetric Cross-Cohort Generalization in Alzheimer's Disease Classification: A Bidirectional External Validation Study},
  author = {Hasanov, Elgun and El Kadhi, Ayman and Safarli, Gulzar and El Kadhi, Nahla},
  year = {2026},
  booktitle = {IEEE International Symposium on Computer-Based Medical Systems}
}

Leakage-Safe Machine Learning for Alzheimer's Disease Classification with External Validation on ADNI and OASIS

@inproceedings{hasanov2026leakagesafe,
  title = {Leakage-Safe Machine Learning for Alzheimer's Disease Classification with External Validation on ADNI and OASIS},
  author = {Hasanov, Elgun and El Kadhi, Ayman and Safarli, Gulzar and El Kadhi, Nahla},
  year = {2026},
  booktitle = {KES International Conference}
}

AttentionDep: Knowledge-Infused Attention for Interpretable Depression Severity Assessment from Social Media

@inproceedings{hasanov2026attentiondep,
  title = {AttentionDep: Knowledge-Infused Attention for Interpretable Depression Severity Assessment from Social Media},
  author = {Ibrahimov, Yusif and Anwar, Tarique and Yuan, Tommy and Mutallimov, Turan and Hasanov, Elgun},
  year = {2026},
  booktitle = {WISE 2026, Main Research Track}
}

Can We Trust LLMs for Mental Health-Based Decisions? A Causality Aware Reliability Analysis

@inproceedings{hasanov2026trustllms,
  title = {Can We Trust LLMs for Mental Health-Based Decisions? A Causality Aware Reliability Analysis},
  author = {Ibrahimov, Yusif and Mutallimov, Turan and Mirzabayov, Seymour and Hasanov, Elgun},
  year = {2026},
  booktitle = {Artificial Intelligence for Digital Transformations (AIDT)},
  doi = {10.1007/978-3-032-31319-5_17}
}

Decision Support through Feature-Aware Ensemble Clustering: A Multi-Algorithm Fusion Framework for Complex Data Analysis

@inproceedings{hasanov2025ensemble,
  title = {Decision Support through Feature-Aware Ensemble Clustering: A Multi-Algorithm Fusion Framework for Complex Data Analysis},
  author = {Hasanov, Elgun and El Kadhi, Nahla El Zant},
  year = {2025},
  booktitle = {International Conference on Decision Aid Sciences and Applications (DASA)},
  doi = {10.1109/DASA68193.2025.11498998}
}

Rapid Automated Alzheimer's Disease Classification Using FastSurfer Segmentation and Explainable Machine Learning

@inproceedings{hasanov2025fastsurfer,
  title = {Rapid Automated Alzheimer's Disease Classification Using FastSurfer Segmentation and Explainable Machine Learning},
  author = {Safarli, Gulzar and El Kadhi, Ayman and Hasanov, Elgun and El Zant El Kadhi, Nahla},
  year = {2025},
  booktitle = {International Conference on Decision Aid Sciences and Applications (DASA)},
  doi = {10.1109/DASA68193.2025.11499040}
}

AttentionDep: Domain-Aware Attention for Explainable Depression Severity Assessment

@article{ibrahimov2025attentiondep,
  title = {AttentionDep: Domain-Aware Attention for Explainable Depression Severity Assessment},
  author = {Ibrahimov, Yusif and Anwar, Tarique and Yuan, Tommy and Mutallimov, Turan and Hasanov, Elgun},
  year = {2025},
  journal = {arXiv preprint arXiv:2510.00706},
  doi = {10.48550/arXiv.2510.00706}
}