Ontology matching using neural networks: survey and analysis MA Khoudja, M Fareh, H Bouarfa 2018 international conference on applied smart systems (ICASS), 1-6, 2018 | 27 | 2018 |
Deep embedding learning with auto-encoder for large-scale ontology matching MA Khoudja, M Fareh, H Bouarfa International Journal on Semantic Web and Information Systems (IJSWIS) 18 (1 …, 2022 | 16 | 2022 |
Merging ontology by semantic enrichment and combining similarity measures M Fareh, O Boussaid, R Chalal, M Mezzi, K Nadji International Journal of Metadata, Semantics and Ontologies 8 (1), 65-74, 2013 | 16 | 2013 |
Modeling incomplete knowledge of semantic web using Bayesian networks M Fareh Applied Artificial Intelligence 33 (11), 1022-1034, 2019 | 14 | 2019 |
A semantic-based approach for hepatitis C virus prediction and diagnosis using a fuzzy ontology and a fuzzy Bayesian network I Riali, M Fareh, MC Ibnaissa, M Bellil Journal of Intelligent & Fuzzy Systems 44 (2), 2381-2395, 2023 | 13 | 2023 |
Fuzzy probabilistic ontology approach: a hybrid model for handling uncertain knowledge in ontologies I Riali, M Fareh, H Bouarfa International Journal on Semantic Web and Information Systems (IJSWIS) 15 (4 …, 2019 | 13 | 2019 |
A new supervised learning based ontology matching approach using neural networks M Ali Khoudja, M Fareh, H Bouarfa Information Systems and Technologies to Support Learning: Proceedings of …, 2019 | 12 | 2019 |
A Semantic Approach for Handling Probabilistic Knowledge of Fuzzy Ontologies. I Riali, M Fareh, H Bouarfa ICEIS (1), 407-414, 2019 | 8 | 2019 |
Missing types prediction in linked data using deep neural network with attention mechanism: Case study on dbpedia and uniprot datasets O Hamel, M Fareh Special Sessions in the Advances in Information Systems and Technologies …, 2022 | 6 | 2022 |
Encoder-decoder neural network with attention mechanism for types detection in linked data O Hamel, M Fareh 2022 17th Conference on Computer Science and Intelligence Systems (FedCSIS …, 2022 | 5 | 2022 |
Fzmebn: Toward a general formalism of fuzzy multi-entity bayesian networks for representing and reasoning with uncertain knowledge R Ishak, F Messaouda, B Hafida International Conference on Enterprise Information Systems 2, 520-528, 2017 | 5 | 2017 |
Mapping system for merging ontologies M Fareh, O Boussaid, R Chalal Modeling Approaches and Algorithms for Advanced Computer Applications, 205-216, 2013 | 4 | 2013 |
Deep sequence to sequence semantic embedding with attention for entity linking in context of incomplete linked data O Hamel, M Fareh Engineering Applications of Artificial Intelligence 134, 108689, 2024 | 2 | 2024 |
Probabilistic reasoning for diagnosis prediction of Coronavirus disease based on probabilistic ontology M Fareh, I Riali, H Kherbache, M Guemmouz Computer Science and Information Systems, 35-35, 2023 | 2 | 2023 |
Ontology Matching Using Neural Networks: Evaluation for OAEI Tracks. MA Khoudja, M Fareh, H Bouarfa MISC, 262-276, 2020 | 2 | 2020 |
Refinement and reuse of ontologies semantic mapping F Messaouda, G Hadjer, E Chaima 2015 IEEE/ACS 12th International Conference of Computer Systems and …, 2015 | 2 | 2015 |
Deep Learning-based Erroneous Data Detection in Linked Data Context Using LSTM and Embeddings O Hamel, M Fareh 2024 International Conference on Advances in Electrical and Communication …, 2024 | 1 | 2024 |
Fuzzy HealthIoT Ontology for Comorbidity Treatment A Rhayem, I Riali, MBA Mhiri, M Fareh, R García-Castro, F Gargouri International Conference on Model and Data Engineering, 228-241, 2023 | 1 | 2023 |
Reconciliation model of heterogeneous information in decisional information systems M Fareh, O Boussaid, R Chalal International Journal of Metadata, Semantics and Ontologies 10 (1), 37-54, 2015 | 1 | 2015 |
Semantic metadata mediation: XML, RDF and RuleML M Fareh, O Boussaid, R Chalal 2013 ACS International Conference on Computer Systems and Applications …, 2013 | 1 | 2013 |