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ORCIDMessaouda Fareh
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2020 – today
- 2024
[j8]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: 108689 (2024)- 2023
- [j7]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): 1109-1132 (2023) - [j6]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): 2381-2395 (2023) - [c8]Ahlem Rhayem, Ishak Riali, Mohamed Ben Ahmed Mhiri, Messaouda Fareh, Raúl García-Castro, Faïez Gargouri:
Fuzzy HealthIoT Ontology for Comorbidity Treatment. MEDI 2023: 228-241 - 2022
- [j5]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): 1-18 (2022) - [c7]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: 212-231 - [c6]Oussama Hamel, Messaouda Fareh:
Encoder-Decoder Neural Network with Attention Mechanism for Types Detection in Linked Data. FedCSIS 2022: 733-739 - 2020
- [c5]Meriem Ali Khoudja, Messaouda Fareh, Hafida Bouarfa:
Ontology Matching Using Neural Networks: Evaluation for OAEI Tracks. MISC 2020: 262-276
2010 – 2019
- 2019
- [j4]Messaouda Fareh:
Modeling Incomplete Knowledge of Semantic Web Using Bayesian Networks. Appl. Artif. Intell. 33(11): 1022-1034 (2019) - [j3]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): 1-20 (2019) - [c4]Ishak Riali, Messaouda Fareh, Hafida Bouarfa:
A Semantic Approach for Handling Probabilistic Knowledge of Fuzzy Ontologies. ICEIS (1) 2019: 407-414 - 2017
- [c3]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: 520-528 - 2015
- [j2]Messaouda Fareh, Omar Boussaid, Rachid Chalal:
Reconciliation model of heterogeneous information in decisional information systems. Int. J. Metadata Semant. Ontologies 10(1): 37-54 (2015) - [c2]Messaouda Fareh, Hadjer Guellati, Chaima Elfarrouji:
Refinement and reuse of ontologies semantic mapping. AICCSA 2015: 1-4 - 2013
- [j1]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): 65-74 (2013) - [c1]Messaouda Fareh, Omar Boussaid, Rachid Chalal:
Semantic metadata mediation: XML, RDF and RuleML. AICCSA 2013: 1-8 - [p1]Messaouda Fareh, Omar Boussaid, Rachid Chalal:
Mapping System for Merging Ontologies. Modeling Approaches and Algorithms for Advanced Computer Applications 2013: 205-216
Coauthor Index
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