| 2026 | DEXA | A Unified Multi-branch Framework for Real-Time Multi-rate CNC Anomaly Detection: Classical vs Deep Learning Models. | Slimane Arbaoui, Ali Ayadi, Ahmed Samet, Tedjani Mesbahi, Romuald Bon |
| 2026 | ICAART | Sensitivity and Ontology-Guided Counterfactual Explanation Generation for Battery State of Charge Estimation. | Slimane Arbaoui, Ali Ayadi, Ahmed Samet, Tedjani Mesbahi, Romuald Bon |
| 2025 | KES | Towards a neurosymbolic approach based on Anticipatory Learning Classifier Systems and Ontologies. | Romain Orhand, Ali Ayadi |
| 2024 | ICCS | SOCXAI: Leveraging CNN and SHAP Analysis for Battery SOC Estimation and Anomaly Detection. | Amel Hidouri, Slimane Arbaoui, Ahmed Samet, Ali Ayadi, Tedjani Mesbahi, Romuald Bon, Franois de Bertrand de Beuvron |
| 2024 | KES | DIFAIR: Towards Learning Differentiated Image Representations. | Quentin Christoffel, Aline Deruyver, Ali Ayadi, Anne Jeannin-Girardon |
| 2023 | KES | OntoSoC: An ontology-based approach to battery pack SoC estimation. | Ala Eddine Hamouni, Franco Giustozzi, Ahmed Samet, Ali Ayadi, Slimane Arbaoui, Tedjani Mesbahi |
| 2023 | WSC | Modeling and Simulation of the SARS-COV-2 Lung Infection and Immune Response with Cell-DEVS. | Ali Ayadi, Claudia S. Frydman, Thanh Quynh Le |
| 2022 | KES | Explainable Artificial Intelligent as a solution approach to the Duck Curve problem. | Henri Jol Azemena, Ali Ayadi, Ahmed Samet |
| 2021 | KES | OntoRepliCov: an Ontology-Based Approach for Modeling the SARS-CoV-2 Replication Process. | Wissame Laddada, Lina Fatima Soualmia, Cecilia Zanni-Merk, Ali Ayadi, Claudia S. Frydman, India L'Hote, Isabelle Imbert |
| 2020 | KES | Ontology-based NLP information extraction to enrich nanomaterial environmental exposure database. | Ali Ayadi, Mlanie Auffan, Jrme Rose |
| 2019 | KES | Ontology population with deep learning-based NLP: a case study on the Biomolecular Network Ontology. | Ali Ayadi, Ahmed Samet, Franois de Bertrand de Beuvron, Cecilia Zanni-Merk |
| 2018 | KES | A multi-objective mathematical model for the optimization of the transittability of complex biomolecular networks. | Ali Ayadi, Cecilia Zanni-Merk, Franois de Bertrand de Beuvron, Saoussen Krichen |
| 2018 | KES | A multi-objective method for optimizing the transittability of complex biomolecular networks. | Ali Ayadi, Cecilia Zanni-Merk, Franois de Bertrand de Beuvron, Saoussen Krichen |
| 2017 | AICCSA | Ontological Reasoning for Understanding the Behaviour of Complex Biomolecular Networks. | Ali Ayadi, Cecilia Zanni-Merk, Franois de Bertrand de Beuvron, Saoussen Krichen |
| 2017 | KES | CBNSimulator: a simulator tool for understanding the behaviour of complex biomolecular networks using discrete time simulation. | Ali Ayadi, Franois de Bertrand de Beuvron, Cecilia Zanni-Merk, Saoussen Krichen |
| 2017 | KES | BNO: An ontology for describing the behaviour of complex biomolecular networks. | Ali Ayadi, Cecilia Zanni-Merk, Franois de Bertrand de Beuvron, Saoussen Krichen |
| 2016 | IC3K | Qualitative Reasoning for Understanding the Behaviour of Complex Biomolecular Networks. | Ali Ayadi, Cecilia Zanni-Merk, Franois de Bertrand de Beuvron |
| 2016 | KES | Logical and Semantic Modeling of Complex Biomolecular Networks. | Ali Ayadi, Cecilia Zanni-Merk, Franois de Bertrand de Beuvron, Saoussen Krichen |