Messaouda Fareh

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 12

Top Topics

Uncertain Knowledge

Probabilistic Knowledge

Semantic Mappings

Ontology Matching

Top Venues

Int. J. Semantic Web Inf. Syst.

Comput. Sci. Inf. Syst.

Publications

Oussama Hamel, Messaouda Fareh
Deep sequence to sequence semantic embedding with attention for entity linking in context of incomplete linked data. Eng. Appl. Artif. Intell. 134 (2024)
Ahlem Rhayem, Ishak Riali, Mohamed Ben Ahmed Mhiri, Messaouda Fareh, Raúl García-Castro, Faïez Gargouri
Fuzzy HealthIoT Ontology for Comorbidity Treatment. MEDI (2023)
Ishak Riali, Messaouda Fareh, Mohamed Chakib Ibnaissa, Mounir Bellil
A semantic-based approach for hepatitis C virus prediction and diagnosis using a fuzzy ontology and a fuzzy Bayesian network. J. Intell. Fuzzy Syst. 44 (2) (2023)
Messaouda Fareh, Ishak Riali, Hafsa Kherbache, Marwa Guemmouz
Probabilistic reasoning for diagnosis prediction of Coronavirus disease based on probabilistic ontology. Comput. Sci. Inf. Syst. 20 (3) (2023)
Oussama Hamel, Messaouda Fareh
Encoder-Decoder Neural Network with Attention Mechanism for Types Detection in Linked Data. FedCSIS (2022)
Meriem Ali Khoudja, Messaouda Fareh, Hafida Bouarfa
Deep Embedding Learning With Auto-Encoder for Large-Scale Ontology Matching. Int. J. Semantic Web Inf. Syst. 18 (1) (2022)
Oussama Hamel, Messaouda Fareh
Missing Types Prediction in Linked Data Using Deep Neural Network with Attention Mechanism: Case Study on DBpedia and UniProt Datasets. ISM@FedCSIS (2022)
Meriem Ali Khoudja, Messaouda Fareh, Hafida Bouarfa
Ontology Matching Using Neural Networks: Evaluation for OAEI Tracks. MISC (2020)
Messaouda Fareh
Modeling Incomplete Knowledge of Semantic Web Using Bayesian Networks. Appl. Artif. Intell. 33 (11) (2019)
Ishak Riali, Messaouda Fareh, Hafida Bouarfa
Fuzzy Probabilistic Ontology Approach: A Hybrid Model for Handling Uncertain Knowledge in Ontologies. Int. J. Semantic Web Inf. Syst. 15 (4) (2019)
Ishak Riali, Messaouda Fareh, Hafida Bouarfa
A Semantic Approach for Handling Probabilistic Knowledge of Fuzzy Ontologies. ICEIS (1) (2019)
Ishak Riali, Messaouda Fareh, Hafida Bouarfa
FzMEBN: Toward a General Formalism of Fuzzy Multi-Entity Bayesian Networks for Representing and Reasoning with Uncertain Knowledge. ICEIS (1) (2017)
Messaouda Fareh, Hadjer Guellati, Chaima Elfarrouji
Refinement and reuse of ontologies semantic mapping. AICCSA (2015)
Messaouda Fareh, Omar Boussaid, Rachid Chalal
Reconciliation model of heterogeneous information in decisional information systems. Int. J. Metadata Semant. Ontologies 10 (1) (2015)
Messaouda Fareh, Omar Boussaid, Rachid Chalal, Melyara Mezzi, Khadija Nadji
Merging ontology by semantic enrichment and combining similarity measures. Int. J. Metadata Semant. Ontologies 8 (1) (2013)
Messaouda Fareh, Omar Boussaid, Rachid Chalal
Semantic metadata mediation: XML, RDF and RuleML. AICCSA (2013)