Publications

PhD thesis

Ayats, H. A. Knowledge Graph Construction from Text with a User-Centered, Explainable AI. (University of Rennes, France, 2023). (pdf)

Ayats, H. A., Cellier, P. & Ferré, S. Concepts of neighbors and their application to instance-based learning on relational data. International Journal of Approximate Reasoning 164, 109059 (2024). (pdf)

Ayats, H. A., Cellier, P. & Ferré, S. CONNOR: Exploring Similarities in Graphs with Concepts of Neighbors. in Existing Tools and Applications for Formal Concept Analysis (ETAFCA) 219–224 (2022). (pdf)
Ayats, H. A., Cellier, P. & Ferré, S. A Two-Step Approach for Explainable Relation Extraction. in Advances in Intelligent Data Analysis 14–25 (2022). doi:https://doi.org/10.1007/978-3-031-01333-1_2. (pdf)
Ayats, H. A., Cellier, P. & Ferré, S. Extracting Relations in Texts with Concepts of Neighbours. in International Conference on Formal Concept Analysis 155–171 (2021). doi:https://doi.org/10.1007/978-3-030-77867-5_10. (pdf)
Lecorvé, G., Ayats, H. A. et al. Towards the Automatic Processing of Language Registers: Semi-supervisedly Built Corpus and Classifier for French. in International Conference on Computational Linguistics and Intelligent Text Processing (CICLing) (La Rochelle, France, 2019). doi:https://doi.org/10.1007/978-3-031-24337-0_34. (pdf)

Ayats, H. A. Construction de Graphes de Connaissance à partir de textes avec une I.A. centrée-utilisateur. in Rencontres Etudiants Chercheurs en Informatique pour le TAL (RECITAL) 33–46 (2022). (pdf)
Lecorvé, G., Ayats, H. A. et al. Construction conjointe d’un corpus et d’un classifieur pour les registres de langue en français. in Traitement automatique du langage naturel (TALN) (2018). (pdf)