Informatica, An International Journal of Computing and Informatics: S. Ayad - Ontology-Guided Agent for Harmonizing EMR Lab Tests Across Hospitals, Informatica, An International Journal of Computing and Informatics, Vol. 1, 2026.
International Conference on AI Innovations and Industry, ICAIII 2026: S. Ayad, A. Alenazi, N. Aljaafar, J. Alsaif - Semantic-Based Ontology Mapping and Merging in the Medical Domain Using Large Language Models, International Conference on AI Innovations and Industry, ICAIII 2026, 2026.
International Conference on Agents and Artificial Intelligence, ICAART 2026: S. Ayad, K. Pamela - Meta Prompting for Clinical AI: Iterative Refinement of GPT-5 in Psychomotor Assessment, 18th International Conference on Agents and Artificial Intelligence, ICAART 2026, 2026.
The 5th Modeling, Estimation and Control Conference: S. Ayad, F. Alsayoud - Enhancing Materials Data Interoperability through Ontology Mapping with LLMs: Integrating PMDco and QUDT, The 5th Modeling, Estimation and Control Conference, pp. 1–11, 2025.
19th Middle East Corrosion Conference and Exhibition, MECC 2025: S. Ayad, F. Alsayoud - Enhancing Materials Data Interoperability through Ontology and LLMs, 19th Middle East Corrosion Conference and Exhibition, MECC 2025, 2025.
Knowledge and Information Systems, Springer Nature: S. Ayad, R. E. Mallouhy, C. Guyeux - A Hybrid Ontology-Based Feature Selection Framework for Enhancing Predictive Accuracy in Regression Models, Knowledge and Information Systems, Springer Nature, 2025.
IEEE Access: S. Ayad, F. Alsayoud - Dynamic Prompt-Based Framework for Pragmatic Quality Improvement in Business Process Models, IEEE Access, Vol. 13, pp. 107764–107782, 2025.
iOS Press, Applied Ontology: S. Ayad, L. Khelifa Chibout - Ontology Population With Large Language Models (LLMs): A Case Study on Asbestos Ontology, Applied Ontology, iOS Press, 2025.
IEEE edition of Women in Data Science, WiDS 2025: E. Y. Khader, H. Khader, S. N. Alotaiby, S. Ayad - Smart Academic Advisors: Exploiting AI Chatbots as Virtual Advisors for Personalized Student Guidance, 2025 Eighth International Women in Data Science Conference at Prince Sultan University, 2025.
IEEE Access: S. Ayad, H. A. Al-Jamimi, A. El Kheir - Integrating Advanced Techniques: RFE-SVM Feature Engineering and Nelder-Mead Optimized XGBoost for Accurate Lung Cancer Prediction, IEEE Access, Vol. 13, pp. 29589–29600, 2025.
International Journal of Software Engineering, Technology and Applications: S. Ayad - A Systematic Literature Review on Ontological Analysis of Business Process Models, International Journal of Software Engineering, Technology and Applications, 2025.
IEEE International Conference on Microelectronics, ICM 2024: S. Ayad, F. Alsayoud - Improving BPMN XOR Gateway Labels through Dynamic Prompt Engineering, 2024 International Conference on Microelectronics, ICM, 2024.
International Symposium on Advanced Electrical and Communication Technologies: S. Ayad, F. Alsayoud, L. Chibout Khelifa - A Combined Ontology and Machine Learning Framework for Predicting Asbestos in Buildings, 6th International Symposium on Advanced Electrical and Communication Technologies, 2024.
Knowledge and Information Systems / Springer Nature: S. Ayad, R. Mallouhy, C. Guyeux - A Hybrid Ontology-Based Feature Selection Framework for Enhancing Predictive Accuracy in Regression Models, 2024.
Business Process Management Journal, Emerald: S. Ayad, F. Alsayoud - Prompt Engineering Techniques for Semantic Enhancement in Business Process Models, Business Process Management Journal, Vol. 30, pp. 2611–2641, 2024.
World Conference on Information Systems and Technologies, WorldCIST 2024: F. Alsayoud, S. Ayad - A Decision Framework for Selection of Business Process Modeling Language, World Conference on Information Systems and Technologies, Vol. 987, pp. 412–422, 2024.
WorldCIST 2024, World Conference on Information Systems and Technologies: S. Ayad, F. Alsayoud - Exploring ChatGPT Prompt Engineering for Business Process Models Semantic Quality Improvement, 12th World Conference on Information Systems and Technologies, WorldCIST 2024, 2024.
IEEE edition of Women in Data Science, WiDS 2024: F. Al Sayoud, S. Ayad - A Decision Making Framework for the Selection of Business Process Modeling Languages, 2024 Seventh International Women in Data Science Conference at Prince Sultan University, 2024.
Business Process Models, Business Process Management Journal, Emerald: S. Ayad, F. Alsayoud - Prompt Engineering Techniques for Semantic Enhancement in Business Process Models, Business Process Management Journal, DOI: 10.1108/BPMJ-02-2024-0108, 2024
iOS Press, Applied Ontology: S. Ayad, L. Khelifa Chibout- Ontology Population with LLMs: A Case Study on Asbestos Ontology in iOS Press, Applied Ontology, 2024 (under production process)
WorldCIST24 World Conference on Information Systems and Technologies: S. Ayad, F. Alsayoud Exploring ChatGPT prompt Engineering for Business Process Models Semantic Quality. In the 12nd WorldCIST24 World Conference on Information Systems and Technologies 2024.
IEEE edition of WiDS Women in data science: F. Alsayoud, S. Ayad A decision framework for selection of Business process modeling language. In the seventh (7th) IEEE edition of WiDS Women in data science PSU 2024.
International Journal of Software Engineering, Technology and Applications: S. Ayad- A Systematic Literature Review on Ontological Analysis of Business Process Models Concepts, submitted to International Journal of Software Engineering, Technology and Applications, 2023
International Conference on Control, Decision and Information Technologies: S. Ayad Towards a Meta-Modeling approach for Business Process Models Improvement based on Ontological analysis. In the ninth (9th) edition of the International Conference on Control, Decision and Information Technologies, organized 2023.
Book chapter: S. Ayad, S. Si-Said Cherfi - Factors influencing quality in conceptual modeling - a state of the art, Livre, Chapitre 10, INGÉNIERIE ET MANAGEMENT DES SYSTÈMES D'INFORMATION, I.S.B.N. : 9782364935730
Business Process Models Quality through Domain Ontologies, Springer JoDS: S. Si-Said Cherfi, S. Ayad, I. Comyn-Wattiau - Business Process Models Quality through Domain Ontologies, Springer JoDS - Journal on Data Semantics , (special issue on Evolution and Versioning in Semantic Data Integration Systems), pp. 1-14, 2013 2012
Australasian Conference on Information Systems: S. Ayad, S. Si-Said Cherfi, I. Comyn-Wattiau - Towards A Semantic Quality Based Approach for Business Process Models Improvement, 23rd Australasian Conference on Information Systems (ACIS'12), December 2012, pp.1-11, Geelong, Victoria, Australia.
International Conference on Information Quality: S. Ayad, S. Si-Said Cherfi - Domain Knowledge Based Quality for Business Process Models, The 17th International Conference on Information Quality (ICIQ'12), November 2012, pp.70- 84.
European Conference on Advances in Databases and Information Systems: Si-Said Cherfi , S. Ayad, I. Comyn-Wattiau - Aligning Business Process Models and Domain Knowledge: A Meta-Modeling Approach, 16th East- European Conference on Advances in Databases and Information Systems (ADBIS'12), June 2012, Vol. 186, pp.45-56, Series Advances in Intelligent Systems and Computing series, (DOI: 10.1007/978-3-642- 327414_5)
International Conference on Research Challenges in Information Science: S. Ayad - A Quality Based Approach for the Analysis and Design of Business Process Models, IEEE Sixth International Conference on Research Challenges in Information Science (RCIS), May 2012, pp.1-5.
INFORSID: S. Ayad- Gestion de la qualité des Modèles de Processus Métier : Méthode et Outil, INFORSID, May 2012, pp.601-609.
