Evolving knowledge graph similarity for supervised learning in complex biomedical domains RT Sousa, S Silva, C Pesquita BMC bioinformatics 21, 1-19, 2020 | 54 | 2020 |
A collection of benchmark data sets for knowledge graph-based similarity in the biomedical domain C Cardoso, RT Sousa, S Köhler, C Pesquita Database 2020, baaa078, 2020 | 17 | 2020 |
Multi-domain knowledge graph embeddings for gene-disease association prediction S Nunes, RT Sousa, C Pesquita Journal of Biomedical Semantics 14 (1), 11, 2023 | 13 | 2023 |
Supervised biomedical semantic similarity RT Sousa, S Silva, C Pesquita IEEE Access 11, 60635-60645, 2023 | 12 | 2023 |
evoKGsim+: a framework for tailoring knowledge graph-based similarity for supervised learning RT Sousa, S Silva, C Pesquita The Semantic Web: ESWC 2021 Satellite Events: Virtual Event, June 610, 2021
, 2021 | 5 | 2021 |
Explaining proteinprotein interactions with knowledge graph-based semantic similarity RT Sousa, S Silva, C Pesquita Computers in Biology and Medicine 170, 108076, 2024 | 4 | 2024 |
Explainable Representations for Relation Prediction in Knowledge Graphs RT Sousa, S Silva, C Pesquita Proceedings of the 20th International Conference on Principles of Knowledge
, 2023 | 4 | 2023 |
The supervised semantic similarity toolkit RT Sousa, S Silva, C Pesquita European Semantic Web Conference, 42-46, 2022 | 4 | 2022 |
Explaining Artificial Intelligence Predictions of Disease Progression with Semantic Similarity. S Nunes, RT Sousa, F Serrano, R Branco, DF Soares, AS Martins, ... CLEF (Working Notes), 1256-1268, 2022 | 4 | 2022 |
Hierarchical Modelling for ALS Prognosis: Predicting the Progression Towards Critical Events. R Branco, DF Soares, AS Martins, E Auletta, EN Castanho, S Nunes, ... CLEF (Working Notes), 1211-1227, 2022 | 3 | 2022 |
Biomedical knowledge graph embeddings with negative statements RT Sousa, S Silva, H Paulheim, C Pesquita International Semantic Web Conference, 428-446, 2023 | 2 | 2023 |
Benchmark datasets for biomedical knowledge graphs with negative statements RT Sousa, S Silva, C Pesquita arXiv preprint arXiv:2307.11719, 2023 | 1 | 2023 |
Towards leveraging explicit negative statements in knowledge graph embeddings RT Sousa, C Pesquita, H Paulheim Journal of Web Semantics, 100851, 2024 | | 2024 |
On the legal implications of Large Language Model answers: A prompt engineering approach and a view beyond by exploiting Knowledge Graphs G Hannah, RT Sousa, I Dasoulas, C dAmato Journal of Web Semantics, 100843, 2024 | | 2024 |
A Prompt Engineering Approach and a Knowledge Graph based Framework for Tackling Legal Implications of Large Language Model Answers G Hannah, RT Sousa, I Dasoulas, C d'Amato arXiv preprint arXiv:2410.15064, 2024 | | 2024 |
Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction RT Sousa, H Paulheim arXiv preprint arXiv:2404.14970, 2024 | | 2024 |
Injecting domain knowledge into graph neural networks for protein-protein interactions L Balbi, R Sousa, P Cotovio, C Pesquita | | 2024 |
Towards Supervised Biomedical Semantic Similarity. RT Sousa, S Silva, C Pesquita SeWeBMeDA@ ESWC, 2022 | | 2022 |
Is there data leakage in protein-protein interaction prediction using knowledge graphs? RT Sousa, S Silva, C Pesquita ISWC (Posters/Demos/Industry), 2021 | | 2021 |
Evolving Meaning for Supervised Learning in Complex Biomedical Domains Using Knowledge Graphs RT Sousa The Semantic Web: ESWC 2020 Satellite Events: ESWC 2020 Satellite Events
, 2020 | | 2020 |