Rita Torres Sousa

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Gene Expression Data

Semantic Similarity

Benchmark Datasets

Top Venues

ESWC (Satellite Events)

CLEF (Working Notes)

Publications

Rita Torres Sousa, Heiko Paulheim
Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction. CoRR (2024)
Rita Torres Sousa, Heiko Paulheim
Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction. SeWeBMeDA@ESWC (2024)
Rita Torres Sousa, Sara Silva, Catia Pesquita
Explaining protein-protein interactions with knowledge graph-based semantic similarity. Comput. Biol. Medicine 170 (2024)
Susana Nunes, Rita Torres Sousa, Catia Pesquita
Multi-domain knowledge graph embeddings for gene-disease association prediction. J. Biomed. Semant. 14 (1) (2023)
Rita Torres Sousa, Sara Silva, Heiko Paulheim, Catia Pesquita
Biomedical Knowledge Graph Embeddings with Negative Statements. CoRR (2023)
Rita Torres Sousa, Sara Silva, Catia Pesquita
Benchmark datasets for biomedical knowledge graphs with negative statements. CoRR (2023)
Rita Torres Sousa, Sara Silva, Catia Pesquita
Explainable Representations for Relation Prediction in Knowledge Graphs. CoRR (2023)
Rita Torres Sousa, Sara Silva, Heiko Paulheim, Catia Pesquita
Biomedical Knowledge Graph Embeddings with Negative Statements. ISWC (2023)
Rita Torres Sousa, Sara Silva, Catia Pesquita
Benchmark Datasets for Biomedical Knowledge Graphs with Negative Statements. SeWeBMeDA@ESWC (2023)
Rita Torres Sousa, Sara Silva, Catia Pesquita
Explainable Representations for Relation Prediction in Knowledge Graphs. KR (2023)
Rita Torres Sousa, Sara Silva, Catia Pesquita
Supervised Biomedical Semantic Similarity. IEEE Access 11 (2023)
Rita Torres Sousa, Sara Silva, Catia Pesquita
Towards Supervised Biomedical Semantic Similarity. SeWeBMeDA@ESWC (2022)
Ruben Branco, Diogo F. Soares, Andreia S. Martins, Eleonora Auletta, Eduardo N. Castanho, Susana Nunes, Filipa Serrano, Rita Torres Sousa, Catia Pesquita, Sara C. Madeira, Helena Aidos
Hierarchical Modelling for ALS Prognosis: Predicting the Progression Towards Critical Events. CLEF (Working Notes) (2022)
Rita Torres Sousa, Sara Silva, Catia Pesquita
The Supervised Semantic Similarity Toolkit. ESWC (Satellite Events) (2022)
Susana Nunes, Rita Torres Sousa, Filipa Serrano, Ruben Branco, Diogo F. Soares, Andreia S. Martins, Eleonora Auletta, Eduardo N. Castanho, Sara C. Madeira, Helena Aidos, Catia Pesquita
Explaining Artificial Intelligence Predictions of Disease Progression with Semantic Similarity. CLEF (Working Notes) (2022)
Susana Nunes, Rita Torres Sousa, Catia Pesquita
Predicting Gene-Disease Associations with Knowledge Graph Embeddings over Multiple Ontologies. CoRR (2021)
Rita Torres Sousa, Sara Silva, Catia Pesquita
Is there data leakage in protein-protein interaction prediction using knowledge graphs? ISWC (Posters/Demos/Industry) (2021)
Rita Torres Sousa, Sara Silva, Catia Pesquita
evoKGsim+: A Framework for Tailoring Knowledge Graph-Based Similarity for Supervised Learning. ESWC (Satellite Events) (2021)
Rita Torres Sousa
Evolving Meaning for Supervised Learning in Complex Biomedical Domains Using Knowledge Graphs. ESWC (Satellite Events) (2020)
Carlota Cardoso, Rita Torres Sousa, Sebastian Köhler, Catia Pesquita
A Collection of Benchmark Data Sets for Knowledge Graph-Based Similarity in the Biomedical Domain. ESWC (Satellite Events) (2020)
Carlota Cardoso, Rita Torres Sousa, Sebastian Köhler, Catia Pesquita
A Collection of Benchmark Data Sets for Knowledge Graph-based Similarity in the Biomedical Domain. Database J. Biol. Databases Curation 2020 (2020)
Rita Torres Sousa, Sara Silva, Catia Pesquita
Evolving knowledge graph similarity for supervised learning in complex biomedical domains. BMC Bioinform. 21 (1) (2020)