Semantic rules classification for images annotation. - Yassine Ayadi; Mohamed Gargouri; Ikram Amous; Faïez Gargouri (HIS, 2011)

Advanced images research based on an ontological extension. - Yassine Ayadi; Ikram Amous; Faïez Gargouri (MoMM, 2011)

Modeling the semantic content of the socio-tagged images based on the extended conceptual graphs formalism. - Mariam Bouchakwa; Yassine Ayadi; Ikram Amous (MoMM, 2016)

An ambiguous tag-based query reformulation technique for an effective semantic-based social image research. - Mariam Bouchakwa; Yassine Ayadi; Ikram Amous (KES, 2020)

A review on visual content-based and users' tags-based image annotation: methods and techniques. - Mariam Bouchakwa; Yassine Ayadi; Ikram Amous (Multim. Tools Appl., 2020)

Multi-level diversification approach of semantic-based image retrieval results. - Mariam Bouchakwa; Yassine Ayadi; Ikram Amous (Prog. Artif. Intell., 2020)

Automatic moderation of visual content: integration of emotions and semantic analysis through deep learning for the safety of young users. - Yassine Ayadi (J. Ambient Intell. Humaniz. Comput., 2025)