Ali Ayadi
- Laboratoire des sciences de l'ingénieur, de l'informatique et de l'imagerie (ICube)
- Université de Strasbourg (UNISTRA)
Domaines de recherche
Publications
Publications
Ontology-Guided Prompting for Reasoning in Multimodal Vision-Language ModelsWorkshop on Multimodal Knowledge and Language Modeling at IJCAI, Aug 2025, Montréal (Québec), Canada |
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Towards a neurosymbolic approach based on Anticipatory Learning Classifier Systems and Ontologies29th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2025), Sep 2025, Osaka, Japan |
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Validation ontologique des explications contrefactuelles pour les séries temporelles : Application aux batteries lithium-ion25ème conférence Extraction et Gestion des Connaissances (EGC), Jan 2025, Strasbourg, France |
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Supervised Learning for the Prediction of Bitumen Ageing States Using the Kernel Ridge Regression ModelAM3P - 4th International Conference on Advances in Materials and Pavement Performance Prediction, May 2025, Vienne, Austria |
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Hybrid ontology-based Constraint Satisfaction for object recognition in high-resolution satellite image25ème conférence Extraction et Gestion des Connaissances (EGC), Jan 2025, Strasbourg, France |
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Approche ontologique pour les batteries de seconde vie : une nouvelle méthode décisionnelle6ème Symposium de Génie Électrique (SGE 2025), Jul 2025, Toulouse, France |
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DIFAIR: Towards Learning Differentiated Image Representations28th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2024), Sep 2024, Séville, Spain. pp.216 - 225, ⟨10.1016/j.procs.2024.09.268⟩ |
Artificial Intelligence for Quality Assurance and Troubleshooting in IndustryUpper-Rhine Artificial Intelligence Symposium 2024, Oct 2024, Offenburg, Germany. ⟨10.60643/urai.v2024p69⟩ |
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Explaining LSTM neural networks: A DEVS-based approachInternational Multidisciplinary Modeling and Simulation Multiconference, Tenerife, Spain, septembre 2024, Sep 2024, Tenerife, Spain |
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Modeling and Simulation of the Sars-cov-2 Lung Infection and Immune Response with Cell-devsWinter Simulation Conference (WSC), San Antonio, TX, United States, 2023, San Antonio, United States. pp.1196-1207, ⟨10.5555/3643142.3643241⟩ |
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SOCXAI: Leveraging CNN and SHAP Analysis for Battery SOC Estimation and Anomaly Detection24th International Conference, Malaga, Spain, July 2–4, 2024, Jul 2024, Malaga, Spain. pp.177-191, ⟨10.1007/978-3-031-63783-4_14⟩ |
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Onto-SoC: An ontology-based approach to battery pack SoC estimation27th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2023), Sep 2023, Athènes, Greece. pp.2254-2263, ⟨10.1016/j.procs.2023.10.216⟩ |
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Apprentissage continu et étiquetage automatique de données pour améliorer un réseau de neurones incertain20èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Jun 2022, Saint-Etienne, France |
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Explainable Artificial Intelligent as a solution approach to the Duck Curve problem26th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, 7-9 septembre 2022, Verona, Italy, Sep 2022, Vérone, Italy. pp.2747-2756, ⟨10.1016/j.procs.2022.09.333⟩ |
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Combining devs and semantic technologies for modeling the SARS-COV-2 replication machineryannual modeling and simulation conference, Jul 2021, San Diego, United States |
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A multi-objective mathematical model for the optimization of the transittability of complex biomolecular networksKES 2018, Sep 2018, Belgrade, Serbia. pp.498--506, ⟨10.1016/j.procs.2018.07.284⟩ |
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A multi-objective method for optimizing the transittability of complex biomolecular networksKES 2018, Sep 2018, Belgrade, Serbia. pp.507--516, ⟨10.1016/j.procs.2018.07.285⟩ |
Ontological Reasoning for Understanding the Behaviour of Complex Biomolecular Networks2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA), Oct 2017, Hammamet, France. pp.1486-1493, ⟨10.1109/AICCSA.2017.182⟩ |
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CBNSimulator: a simulator tool for understanding the behaviour of complex biomolecular networks using discrete time simulationKES 2017, Sep 2017, Marseille, France. pp.514--523, ⟨10.1016/j.procs.2017.08.157⟩ |
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BNO : An ontology for describing the behaviour of complex biomolecular networks21st International Conference, KES-2017, Sep 2017, Marseille, France. pp.524-533, ⟨10.1016/j.procs.2017.08.159⟩ |
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Understanding the Behaviour of Complex Biomolecular Networks by Combining Logical and Semantic Modeling9th International Conference Semantic Web Applications and Tools for Life Sciences, Dec 2016, Amsterdam, Netherlands. pp.12 |
Formalisation des réseaux biomoléculaires complexes16ème Journées Francophones Extraction et Gestion des Connaissances, EGC 2016, Jan 2016, Reims, France |
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Logical and Semantic Modeling of Complex Biomolecular Networks20th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems - KES 2016, Sep 2016, York, United Kingdom. pp.475-484, ⟨10.1016/j.procs.2016.08.108⟩ |
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Qualitative Reasoning for Understanding the Behaviour of Complex Biomolecular Networks8th International Joint Conference on Knowledge Discovery Knowledge Engineering and Knowledge Management (IC3K 2016), Nov 2016, Porto, Portugal. pp.144-149, ⟨10.5220/0006065901440149⟩ |
Vers un Méta-Modèle de Système Intelligent d’Aide à la Décision M2SIADConference on Advances in Decisional Systems (ASD'2014), 2014, Hammamet, Tunisie |
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Fully Automated Image-Guided Needle Insertion: Application to small animal biopsies29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.194-197, ⟨10.1109/IEMBS.2007.4352256⟩ |
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Semantic approaches for the meta-optimization of complex biomolecular networksQuantitative Methods [q-bio.QM]. Université de Strasbourg; Institut supérieur de gestion (Tunis), 2018. English. ⟨NNT : 2018STRAD035⟩ |