Messaouda Fareh

20 papers C 4Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Convolutional autoencoder and embedding-based approach for deep clustering in knowledge graphs.
Knowl. Inf. Syst.
Halima Aoula, Messaouda Fareh, Ishak Riali
2025 J jnl
ProbFuzzOnto: A Fuzzy Ontology-Driven Uncertainty Approach Using Fuzzy Bayesian Networks.
Int. J. Fuzzy Syst.
Ishak Riali, Messaouda Fareh, Fernando Bobillo
2025 J jnl
Towards an ontological approach to software product line development: a case study of e-banking applications.
Electron. Gov. an Int. J.
Nesrine Lahiani, Samir Bettahar, Messaouda Fareh
2024 J jnl
Deep sequence to sequence semantic embedding with attention for entity linking in context of incomplete linked data.
Eng. Appl. Artif. Intell.
Oussama Hamel, Messaouda Fareh
2023 J jnl
A semantic-based approach for hepatitis C virus prediction and diagnosis using a fuzzy ontology and a fuzzy Bayesian network.
J. Intell. Fuzzy Syst.
Ishak Riali, Messaouda Fareh, Mohamed Chakib Ibnaissa, Mounir Bellil
2023 C conf
Fuzzy HealthIoT Ontology for Comorbidity Treatment.
MEDI
Ahlem Rhayem, Ishak Riali, Mohamed Ben Ahmed Mhiri, Messaouda Fareh, Raúl García-Castro, Faïez Gargouri
2023 J jnl
Probabilistic reasoning for diagnosis prediction of Coronavirus disease based on probabilistic ontology.
Comput. Sci. Inf. Syst.
Messaouda Fareh, Ishak Riali, Hafsa Kherbache, Marwa Guemmouz
2022 J jnl
Deep Embedding Learning With Auto-Encoder for Large-Scale Ontology Matching.
Int. J. Semantic Web Inf. Syst.
Meriem Ali Khoudja, Messaouda Fareh, Hafida Bouarfa
2022 C conf
Encoder-Decoder Neural Network with Attention Mechanism for Types Detection in Linked Data.
FedCSIS
Oussama Hamel, Messaouda Fareh
2022 — conf
Missing Types Prediction in Linked Data Using Deep Neural Network with Attention Mechanism: Case Study on DBpedia and UniProt Datasets.
ISM@FedCSIS
Oussama Hamel, Messaouda Fareh
2020 — conf
Ontology Matching Using Neural Networks: Evaluation for OAEI Tracks.
MISC
Meriem Ali Khoudja, Messaouda Fareh, Hafida Bouarfa
2019 — conf
A Semantic Approach for Handling Probabilistic Knowledge of Fuzzy Ontologies.
ICEIS (1)
Ishak Riali, Messaouda Fareh, Hafida Bouarfa
2019 J jnl
Fuzzy Probabilistic Ontology Approach: A Hybrid Model for Handling Uncertain Knowledge in Ontologies.
Int. J. Semantic Web Inf. Syst.
Ishak Riali, Messaouda Fareh, Hafida Bouarfa
2019 J jnl
Modeling Incomplete Knowledge of Semantic Web Using Bayesian Networks.
Appl. Artif. Intell.
Messaouda Fareh
2017 — conf
FzMEBN: Toward a General Formalism of Fuzzy Multi-Entity Bayesian Networks for Representing and Reasoning with Uncertain Knowledge.
ICEIS (1)
Ishak Riali, Messaouda Fareh, Hafida Bouarfa
2015 J jnl
Reconciliation model of heterogeneous information in decisional information systems.
Int. J. Metadata Semant. Ontologies
Messaouda Fareh, Omar Boussaid, Rachid Chalal
2015 C conf
Refinement and reuse of ontologies semantic mapping.
AICCSA
Messaouda Fareh, Hadjer Guellati, Chaima Elfarrouji
2013 — ch.
Mapping System for Merging Ontologies.
Modeling Approaches and Algorithms for Advanced Computer Applications
Messaouda Fareh, Omar Boussaid, Rachid Chalal
2013 J jnl
Merging ontology by semantic enrichment and combining similarity measures.
Int. J. Metadata Semant. Ontologies
Messaouda Fareh, Omar Boussaid, Rachid Chalal, Melyara Mezzi, Khadija Nadji
2013 C conf
Semantic metadata mediation: XML, RDF and RuleML.
AICCSA
Messaouda Fareh, Omar Boussaid, Rachid Chalal