Publications

arXiv

• Fadi Al Machot, Fidaa Al Machot, NASP-T: A Fuzzy Neuro-Symbolic Transformer for Logic-Constrained Aviation Safety Report Classification, arXiv, 2025.

2024

• Fadi Al Machot, Martin Thomas Horsch, and Jadran Vrabec, Scope of Physics-Based Simulation Artefacts, DCLXVI International Workshop, Kaiserslautern, Germany, 2024.

• Fadi Al Machot, Bridging logic and learning: A Neural-Symbolic Approach for Enhanced Reasoning in Neural Models (ASPER), DCLXVI International Workshop, Kaiserslautern, Germany, 2024.

• MT Horsch, S Chiacchiera, IT Todorov, AT Correia, A Dey, NA Konchakova, S Scholze, S Stephan, K Tøndel, A Sarkar, Exploration of core concepts required for mid-and domain-level ontology development to facilitate explainable-AI-readiness of data and models, ECAI 24 Workshop on Data meets Applied Ontologies in Explainable AI (DAO-XAI 2024), Spain, 2024.

2014

• Fadi Al Machot, Heinrich C. Mayr and Judith Michael, Behavior Modeling and Reasoning for Ambient Support: HCM-L Modeler, In: Modern Advances in Applied Intelligence; Proc. 27th Int. Conf. on Industrial, Engineering and Other Applications of Applied Intelligent Systems, Springer LNAI Vol. 8482, 2014.

• Muhammad Uzair, Zohaib Jan, Sultan Daud Khan, Fadi Al Machot and Habib Ullah, Towards Explainable Ensemble Learning: Adaptive Feature Space Pruning and Optimized Classifier Selection, DCLXVI International Workshop, Kaiserslautern, Germany ,2024.

• Abdullah Waqas, Sultan Daud Khan, Zaib Ullah, Fadi Al Machot and Habib Ullah, Benchmarking Deep Learning Models for Explainable IoT Intrusion Detection on Diverse Datasets, DCLXVI International Workshop, Kaiserslautern, Germany ,2024.

2011

• Stefan Rass, Fadi Al Machot, Kyandoghere Kyamakya, Fine-Grained Diagnostics of Ontologies with Assurance, INTECH Open Access Publisher, 2011.

• Fadi Al Machot, and Kyandoghere Kyamakya, Decision Support Systems based on Answer Set Programming, Lasko Workshop 2011 - Autonomous Systems, University of Maribor, 2011.