Expertises
Computer Science
- Explainable Artificial Intelligence
- SHapley Additive exPlanation
- Interpretability
- Disease Progression
- Large Language Model
- Semi-Infinite Programming
Mathematics
- Simplex
- Polynomial
Organisaties
Nevenwerkzaamheden
- Saxion University of Applied SciencesDocent/onderzoeker
Publicaties
Jump to: 2026 | 2025 | 2024 | 2023
2026
Article
Multi-modal document classification in AEC asset management (2026)Intelligent Systems with Applications, 29. Article 200609. Rademaker, F., Ahmed, F. & Machado, M. R.https://doi.org/10.1016/j.iswa.2025.200609
Conference contribution
A Framework to Develop a Demonstrator for Cyber-Physical System (2026)In Proceedings of the 15th International Conference on Operations Research and Enterprise Systems (pp. 379-386) (International Conference on Operations Research and Enterprise Systems). Science and Technology Publications, Lda. Ahmed, F., Zeilstra, P., Piest, S. & Linssen, J.https://doi.org/10.5220/0014355700004055On Explainable Disease Progression Forecasting with Transformer Models (2026)In Computational Intelligence: 17th International Joint Conference, IJCCI 2025, Marbella, Spain, October 22–24, 2025, Proceedings, Part III (pp. 467–481) (Communications in Computer and Information Science; Vol. 2829). Springer. Mirza, U. A., Siddique, F. & Ahmed, F.https://doi.org/10.1007/978-3-032-15638-9_27XAI In Fraud Detection: A Causal Perspective (2026)In Explainable Artificial Intelligence: Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings, Part IV (pp. 317-329) (Communications in Computer and Information Science; Vol. 2579). Springer. van Veen, K., Ahmed, F. & van Keulen, M.https://doi.org/10.1007/978-3-032-08330-2_15
Preprint
ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series (2026)[Working paper › Preprint]. ArXiv.org. Jutte, A., Ahmed, F., Linssen, J. & van Keulen, M.https://doi.org/10.48550/arXiv.2607.18748Beyond Grading Accuracy: Exploring Alignment of TAs and LLMs (2026)[Working paper › Preprint]. ArXiv.org. op de Haar, M. J., Bouali, N. & Ahmad, F.
2025
Conference contribution
Toward Automated UML Diagram Assessment: Comparing LLM-Generated Scores with Teaching Assistants (2025)In Proceedings of the 17th International Conference on Computer Supported Education, CSEDU 2025 (pp. 158-169) (International Conference on Computer Supported Education, CSEDU - Proceedings; Vol. 2025). Science and Technology Publications, Lda. Bouali, N., Gerhold, M., Ul Rehman, T. & Ahmed, F.https://doi.org/10.5220/0013481900003932
Poster
C-SHAP for Time Series: An Approach to High-Level Temporal Explanations (2025)[Contribution to conference › Poster] EXPLAINS 2025. Jutte, A., Ahmed, F., Linssen, J. & van Keulen, M.
Preprint
C-SHAP for time series: An approach to high-level temporal explanations (2025)[Working paper › Preprint]. ArXiv.org. Jutte, A., Ahmed, F., Linssen, J. & van Keulen, M.https://doi.org/10.48550/ARXIV.2504.11159
2024
Article
Towards Explainable Machine Learning for Prediction of Disease Progression (2024)Applied artificial intelligence, 38(1). Article 2423510. Berendse, S., Krabbe, J., Klaus, J. & Ahmed, F.https://doi.org/10.1080/08839514.2024.2423510Tertiary Review on Explainable Artificial Intelligence: Where Do We Stand? (2024)Machine Learning and Knowledge Extraction, 6(3), 1997-2017. van Mourik, F., Jutte, A., Berendse, S. E., Bukhsh, F. A. & Ahmed, F.https://doi.org/10.3390/make6030098
Conference contribution
IterSHAP: An XAI-Based Feature Selection Method for Small High-Dimensional Datasets (2024)In Proceedings of the Future Technologies Conference (FTC) 2024, Volume 2 (pp. 526-545) (Lecture Notes in Networks and Systems; Vol. 1155 LNNS). Springer. van Mourik, F., Haeri, M. A., Bukhsh, F. A. & Ahmed, F.https://doi.org/10.1007/978-3-031-73122-8_35Investigating the Impact of Code Generation Tools (ChatGPT & Github CoPilot) on Programming Education (2024)In Proceedings of the 16th International Conference on Computer Supported Education, CSEDU 2024 (pp. 221-229) (International Conference on Computer Supported Education, CSEDU - Proceedings; Vol. 2). Science and Technology Publications, Lda. Nizamudeen, F., Gatti, L., Bouali, N. & Ahmed, F.https://doi.org/10.5220/0012628000003693Teaching Assistants as Assessors: An Experience Based Narrative (2024)In Proceedings of the 16th International Conference on Computer Supported Education, CSEDU 2024 (pp. 115-123) (International Conference on Computer Supported Education, CSEDU - Proceedings; Vol. 1). Science and Technology Publications, Lda. Ahmed, F., Bouali, N. & Gerhold, M.https://doi.org/10.5220/0012624200003693
2023
Conference contribution
Covid severity prediction: Who cares about the data quality? (2023)In Covid severity prediction: Who cares about the data quality? (pp. 225-230). IEEE. Nae, T., Krabbe, J., Bukhsh, F. A., Jayasinghe Arachchige, J. & Ahmed, F.https://doi.org/10.1109/FIT57066.2022.00049
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