Amira Mouakher

13
Documents

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

Publications

Image document

Leveraging Knowledge Graphs for Earth System Dataset Discovery

Vincent Armant , Felipe Vargas-Rojas , Victoria Agazzi , Jean-Christophe Desconnets , Isabelle Mougenot et al.
International Semantic Web Conference, Nov 2024, Baltimore (Maryland), United States. pp.271 - 288, ⟨10.1007/978-3-031-77847-6_15⟩
Communication dans un congrès hal-04823866 v1
Image document

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 Guérin et 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-04874325 v1

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-04498335 v1

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-02563458 v1

An Ontology-Based Monitoring System in Vineyards of the Burgundy Region

Amira Mouakher , Rami Belkaroui , Aurélie Bertaux , Ouassila Labbani , Clémentine Hugol-Gential et 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-02334040 v1

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-04747233 v1

Anthropogenic carbon estimation in the surface ocean from atmospheric CO2 fugacity at the BATS (Bermuda Atlantic Time-series Study) station

Ben Hadid Nadia , Touratier Franck , Guglielmi Véronique , Mouakher Amira , Goyet Catherine
Marine Chemistry, 2023, 256, pp.104310. ⟨10.1016/j.marchem.2023.104310⟩
Article dans une revue hal-04500784 v1

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-04498370 v1

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-04498311 v1

WINECLOUD: Une ontologie d'événements pour la modélisation sémantique des données de capteurs hétérogènes

Rami Belkaroui , Amira Mouakher , Aurélie Bertaux , Ouassila Labbani , Clémentine Hugol-Gential et 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-02140304 v1
Image document

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 Belkaroui et al.
Recherches en communication, 2019, 48, ⟨10.14428/rec.v48i48.45493⟩
Article dans une revue halshs-02115309 v1