Amira Mouakher Associate Professor

Présentation

I am currently an Associate Professor at UMR Espace-Dev, University of Perpignan, a position I've held since September 2022. I specialize in data mining and knowledge discovery, and I earned my Ph.D. in Computer Science from the Faculty of Sciences of Tunis, University of Tunis El Manar. Prior to joining UMR Espace-Dev, I was a research fellow at CIAS and worked as an Assistant Professor at Corvinus University in Budapest from February 2021 to August 2022.My research focuses on applying data-driven approaches, particularly in Big Data analytics, with a strong emphasis on sustainable urban mobility. I also work in knowledge modeling, where I use ontologies to gain deeper insights across various domains.Additionally, I have expertise in artificial intelligence, particularly in eXplainable AI (XAI) and the construction of knowledge graphs. This work enhances the interpretability and transparency of AI systems, while also organizing complex information structures. My approach integrates AI, data analysis, and knowledge representation to solve real-world problems in a multidisciplinary way.For more details about my work, you can view a selection of my publications on my DBLP page:

Publications

Communication dans un congrès (6)

Combining knowledge graphs and generative AI to explain the consequences of climatic events on the health of maasai herders Houdhem Assoudi,Vincent Armant,Amira Mouakher,Emmanuel Roux,Jean-Christophe Desconnetset al. Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Jun 2025, Dijon, France Communication dans un congrès hal-05529013v1
Leveraging Knowledge Graphs for Earth System Dataset Discovery Vincent Armant,Felipe Vargas-Rojas,Victoria Agazzi,Jean-Christophe Desconnets,Isabelle Mougenotet al. International Semantic Web Conference, Nov 2024, Baltimore, United States. pp.271-288, ⟨10.1007/978-3-031-77847-6_15⟩ Communication dans un congrès hal-04823866v1
Can Knowledge Graphs and Retrieval-Augmented Generation be combined to Explain Query/Answer Relationships Truthfully? Vincent Armant,Amira Mouakher,Felipe Vargas-Rojas,Danai Symeonidou,Joris Guérinet al. DAO-XAI 2024 Data meets Ontologies in Explainable AI co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), Roberto Confalonieri; Oliver Kutz; Diego Calvanese; Dagmar Gromann; Andreas Holzinger, Oct 2024, Santiago de Compostela, Spain. 7p Communication dans un congrès hal-04874325v1
Enhancing downstream tasks in Knowledge Graphs Embeddings: A Complement Graph-based Approach Applied to Bilateral Trade Diego Rincon-Yanez,Amira Mouakher,Sabrina Senatore Knowledge-Based and Intelligent Information and Engineering Systems, Sep 2023, Athene, Greece. pp.3692-3700, ⟨10.1016/J.PROCS.2023.10.364⟩ Communication dans un congrès hal-04498335v1
Ontology for Smart Viticulture: Integrating Inference Rules Based on Sensor Data Amira Mouakher,Aurélie Bertaux,Ouassila Labbani,Clémentine Hugol-Gential,Christophe Nicolle International Conference on Service-Oriented Computing : ICSOC 2019, Oct 2019, Toulouse, France. pp.168-177, ⟨10.1007/978-3-030-45989-5_14⟩ Communication dans un congrès hal-02563458v1
An Ontology-Based Monitoring System in Vineyards of the Burgundy Region Amira Mouakher,Rami Belkaroui,Aurélie Bertaux,Ouassila Labbani,Clémentine Hugol-Gentialet al. 2019 IEEE 28th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Jun 2019, Capri (Napoli), Italy. ⟨10.1109/WETICE.2019.00070⟩ Communication dans un congrès hal-02334040v1

Article dans une revue (6)

Explainable evaluation framework for facial expression recognition in web-based learning environments Amira Mouakher,Ruslan Kononov International journal of machine learning and cybernetics, 2024, ⟨10.1007/s13042-024-02421-y⟩ Article dans une revue hal-04747233v1
Anthropogenic carbon estimation in the surface ocean from atmospheric CO2 fugacity at the BATS (Bermuda Atlantic Time-series Study) station Nadia Ben Hadid,Franck Touratier,Véronique Guglielmi,Amira Mouakher,Catherine Goyet Marine Chemistry, 2023, 256, pp.104310. ⟨10.1016/j.marchem.2023.104310⟩ Article dans une revue hal-04500784v1
Collaboration with machines in B2B marketing: Overcoming managers' aversion to AI-CRM with explainability Piotr Gaczek,Grzegorz Leszczyński,Amira Mouakher Industrial Marketing Management, 2023, 115, pp.127-142. ⟨10.1016/j.indmarman.2023.09.007⟩ Article dans une revue hal-04498370v1
Efficient assessment of formal concept stability in the Galois lattice Amira Mouakher,Andrea Ko International Journal of General Systems, 2022, 51 (8), pp.791-821. ⟨10.1080/03081079.2022.2084728⟩ Article dans une revue hal-04498311v1
Une ontologie de la culture de la vigne : des savoirs académiques aux savoirs d'expérience Clémentine Hugol-Gential,Marie Simon,Aurélie Bertaux,Ouassila Labbani Narsis,Rami Belkarouiet al. Recherches en communication, 2019, 48, ⟨10.14428/rec.v48i48.45493⟩ Article dans une revue halshs-02115309v1
WINECLOUD: Une ontologie d'événements pour la modélisation sémantique des données de capteurs hétérogènes Rami Belkaroui,Amira Mouakher,Aurélie Bertaux,Ouassila Labbani,Clémentine Hugol-Gentialet al. Revue des Nouvelles Technologies de l'Information, 2019, Extraction et Gestion des connaissances, RNTI-E-35, pp.379-380 Article dans une revue hal-02140304v1

Chapitre d'ouvrage (1)

De la science à l’expérience, la pluralité des savoirs en viticulture : le cas des maladies. Clémentine Hugol-Gential,Marie Simon,Aurélie Bertaux,Ouassila Labbani Narsis,Rami Belkarouiet al. La vigne et le vin. Transformation des filières et des acteurs, 2020 Chapitre d'ouvrage hal-03121021v1

Thèse (1)

Contributions to filtering out formal concepts: Getting out pertinent coverage and efficient computation of the stability Amira Mouakher Computer Science [cs]. Faculté des sciences de Tunis, 2016. English. ⟨NNT : ⟩ Thèse tel-04498509v1