FzMEBN: Toward a General Formalism of Fuzzy Multi-Entity Bayesian Networks for Representing and Reasoning with Uncertain Knowledge. - Ishak Riali; Messaouda Fareh; Hafida Bouarfa (ICEIS (1), 2017)

A Semantic Approach for Handling Probabilistic Knowledge of Fuzzy Ontologies. - Ishak Riali; Messaouda Fareh; Hafida Bouarfa (ICEIS (1), 2019)

Fuzzy Probabilistic Ontology Approach: A Hybrid Model for Handling Uncertain Knowledge in Ontologies. - Ishak Riali; Messaouda Fareh; Hafida Bouarfa (Int. J. Semantic Web Inf. Syst., 2019)

Fuzzy HealthIoT Ontology for Comorbidity Treatment. - Ahlem Rhayem; Ishak Riali; Mohamed Ben Ahmed Mhiri; Messaouda Fareh; Raúl García-Castro; Faïez Gargouri (MEDI, 2023)

Probabilistic reasoning for diagnosis prediction of Coronavirus disease based on probabilistic ontology. - Messaouda Fareh; Ishak Riali; Hafsa Kherbache; Marwa Guemmouz (Comput. Sci. Inf. Syst., 2023)

A semantic-based approach for hepatitis C virus prediction and diagnosis using a fuzzy ontology and a fuzzy Bayesian network. - Ishak Riali; Messaouda Fareh; Mohamed Chakib Ibnaissa; Mounir Bellil (J. Intell. Fuzzy Syst., 2023)

ProbFuzzOnto: A Fuzzy Ontology-Driven Uncertainty Approach Using Fuzzy Bayesian Networks. - Ishak Riali; Messaouda Fareh; Fernando Bobillo (Int. J. Fuzzy Syst., 2025)