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Author

Messaouda Fareh

Observed names: Fareh Messaouda, Fareh, Messaouda
Institution: University of Blida
ORCID: 0000-0002-6930-1544
Observed ORCID: 0000-0002-6930-1544
OpenAlex ID: A5063809037
Ontology Matching using Neural Networks: Survey and Analysis
2018 · Meriem Ali Khoudja, Messaouda Fareh, et al. · International Conference on Applied Smart Systems (ICASS) · 23
Deep Embedding Learning With Auto-Encoder for Large-Scale Ontology Matching
2022 · Meriem Ali Khoudja, Messaouda Fareh, et al. · International Journal on Semantic Web and Information Systems · 21
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A semantic-based approach for hepatitis C virus prediction and diagnosis using a fuzzy ontology and a fuzzy Bayesian network
2022 · Ishak Riali, Messaouda Fareh, et al. · Journal of Intelligent & Fuzzy Systems · 14
Modeling Incomplete Knowledge of Semantic Web Using Bayesian Networks
2019 · Messaouda Fareh · Applied Artificial Intelligence · 14
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Fuzzy Probabilistic Ontology Approach: A Hybrid Model for Handling Uncertain Knowledge in Ontologies
2019 · Ishak Riali, Messaouda Fareh, et al. · International Journal on Semantic Web and Information Systems · 12
ProbFuzzOnto: A Fuzzy Ontology-Driven Uncertainty Approach Using Fuzzy Bayesian Networks
2024 · Ishak Riali, Messaouda Fareh, et al. · International Journal of Fuzzy Systems · 11
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Encoder-Decoder Neural Network with Attention Mechanism for Types Detection in Linked Data
2022 · Oussama Hamel, Messaouda Fareh · Annals of Computer Science and Information Systems · 11
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Merging ontology by semantic enrichment and combining similarity measures
2013 · Messaouda Fareh, Omar Boussaid, et al. · International Journal of Metadata Semantics and Ontologies · 11
A New Supervised Learning Based Ontology Matching Approach Using Neural Networks
2018 · Meriem Ali Khoudja, Messaouda Fareh, et al. · Smart innovation, systems and technologies · 8
Missing Types Prediction in Linked Data Using Deep Neural Network with Attention Mechanism: Case Study on DBpedia and UniProt Datasets
2023 · Oussama Hamel, Messaouda Fareh · Lecture notes in business information processing · 7
A Semantic Approach for Handling Probabilistic Knowledge of Fuzzy Ontologies
2019 · Ishak Riali, Messaouda Fareh, et al. · International Conference on Enterprise Information Systems · 7
Deep sequence to sequence semantic embedding with attention for entity linking in context of incomplete linked data
2024 · Oussama Hamel, Messaouda Fareh · Engineering Applications of Artificial Intelligence · 5
FzMEBN: Toward a General Formalism of Fuzzy Multi-Entity Bayesian Networks for Representing and Reasoning with Uncertain Knowledge
2017 · Riali Ishak, Fareh Messaouda, et al. · International Conference on Enterprise Information Systems · 5
Mapping System for Merging Ontologies
2013 · Messaouda Fareh, Omar Boussaid, et al. · Studies in computational intelligence · 4
Probabilistic reasoning for diagnosis prediction of Coronavirus disease based on probabilistic ontology
2023 · Messaouda Fareh, Ishak Riali, et al. · Computer Science and Information Systems · 3
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Deep Semantic Clustering via Knowledge Graphs and BERT Embeddings for Customer Segmentation
2025 · Halima Aoula, Messaouda Fareh, et al. · International Conference on Intelligent Computer Systems, Data Science and Applications (IC2SDA) · 2
A Deep Learning-Based Framework for Handling Incompleteness and Detecting Errors in Linked Data Applied to the UniProt Dataset
2024 · Oussama Hamel, Messaouda Fareh · International Artificial Intelligence and Data Processing Symposium (IDAP) · 2
Fuzzy HealthIoT Ontology for Comorbidity Treatment
2023 · Ahlem Rhayem, Ishak Riali, et al. · Lecture notes in computer science · 2
Ontology Matching Using Neural Networks: Evaluation for OAEI Tracks
2020 · Meriem Ali Khoudja, Messaouda Fareh, et al. · Lecture notes in networks and systems · 2
Reconciliation model of heterogeneous information in decisional information systems
2015 · Messaouda Fareh, Omar Boussaid, et al. · International Journal of Metadata Semantics and Ontologies · 2
Convolutional autoencoder and embedding-based approach for deep clustering in knowledge graphs
2026 · Halima Aoula, Messaouda Fareh, et al. · Knowledge and Information Systems · 1
Towards a knowledge graph schema: Taxonomy entity typing with sequence-to-sequence architectures
2025 · Lylia Hadri, Messaouda Fareh · Journal of Information Science · 1
Deep Learning-based Erroneous Data Detection in Linked Data Context Using LSTM and Embeddings
2024 · Oussama Hamel, Messaouda Fareh · International Conference on Advances in Electrical and Communication Technologies (ICAECOT) · 1
Refinement and reuse of ontologies semantic mapping
2015 · Fareh Messaouda, Guellati Hadjer, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 1
Semantic metadata mediation: XML, RDF and RuleML
2013 · Messaouda Fareh, Omar Boussaid, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 1
Works count: 32
Citation count: 171
H-index: 8
I10-index: 8
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