Messaouda Fareh

According to our database, Messaouda Fareh authored at least 16 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

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

Fuzzy HealthIoT Ontology for Comorbidity Treatment.

Ahlem Rhayem, Ishak Riali, Mohamed Ben Ahmed Mhiri, Messaouda Fareh, Raúl García-Castro, Faïez Gargouri

Proceedings of the Model and Data Engineering - 12th International Conference, 2023

2022

Deep Embedding Learning With Auto-Encoder for Large-Scale Ontology Matching.

Meriem Ali Khoudja, Messaouda Fareh, Hafida Bouarfa

Int. J. Semantic Web Inf. Syst., 2022

Missing Types Prediction in Linked Data Using Deep Neural Network with Attention Mechanism: Case Study on DBpedia and UniProt Datasets.

Oussama Hamel, Messaouda Fareh

Proceedings of the Information Technology for Management: Approaches to Improving Business and Society, 2022

Encoder-Decoder Neural Network with Attention Mechanism for Types Detection in Linked Data.

Oussama Hamel, Messaouda Fareh

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

2020

Ontology Matching Using Neural Networks: Evaluation for OAEI Tracks.

Meriem Ali Khoudja, Messaouda Fareh, Hafida Bouarfa

Proceedings of the Modelling and Implementation of Complex Systems, 2020

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

Modeling Incomplete Knowledge of Semantic Web Using Bayesian Networks.

Messaouda Fareh

Appl. Artif. Intell., 2019

A Semantic Approach for Handling Probabilistic Knowledge of Fuzzy Ontologies.

Ishak Riali, Messaouda Fareh, Hafida Bouarfa

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

2017

FzMEBN: Toward a General Formalism of Fuzzy Multi-Entity Bayesian Networks for Representing and Reasoning with Uncertain Knowledge.

Ishak Riali, Messaouda Fareh, Hafida Bouarfa

Proceedings of the ICEIS 2017, 2017

2015

Reconciliation model of heterogeneous information in decisional information systems.

Messaouda Fareh, Omar Boussaid, Rachid Chalal

Int. J. Metadata Semant. Ontologies, 2015

Refinement and reuse of ontologies semantic mapping.

Messaouda Fareh, Hadjer Guellati, Chaima Elfarrouji

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2013

Mapping System for Merging Ontologies.

Messaouda Fareh, Omar Boussaid, Rachid Chalal

Proceedings of the Modeling Approaches and Algorithms for Advanced Computer Applications, 2013

Merging ontology by semantic enrichment and combining similarity measures.

Messaouda Fareh, Omar Boussaid, Rachid Chalal, Melyara Mezzi, Khadija Nadji

Int. J. Metadata Semant. Ontologies, 2013

Semantic metadata mediation: XML, RDF and RuleML.

Messaouda Fareh, Omar Boussaid, Rachid Chalal

Proceedings of the ACS International Conference on Computer Systems and Applications, 2013