Rita Torres Sousa

According to our database, Rita Torres Sousa authored at least 17 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explaining protein-protein interactions with knowledge graph-based semantic similarity.

Rita Torres Sousa, Sara Silva, Catia Pesquita

Comput. Biol. Medicine, March, 2024

Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction.

Rita Torres Sousa, Heiko Paulheim

Proceedings of the 7th Workshop on Semantic Web solutions for large-scale biomedical data analytics co-located with The ESWC 2024: Extended Semantic Web Conference (ESWC 2024), 2024

2023

Multi-domain knowledge graph embeddings for gene-disease association prediction.

Susana Nunes, Rita Torres Sousa, Catia Pesquita

J. Biomed. Semant., December, 2023

Supervised Biomedical Semantic Similarity.

Rita Torres Sousa, Sara Silva, Catia Pesquita

IEEE Access, 2023

Biomedical Knowledge Graph Embeddings with Negative Statements.

Rita Torres Sousa, Sara Silva, Heiko Paulheim, Catia Pesquita

Proceedings of the Semantic Web - ISWC 2023, 2023

Explainable Representations for Relation Prediction in Knowledge Graphs.

Rita Torres Sousa, Sara Silva, Catia Pesquita

Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, 2023

Benchmark Datasets for Biomedical Knowledge Graphs with Negative Statements.

Rita Torres Sousa, Sara Silva, Catia Pesquita

Proceedings of the 6th Workshop on Semantic Web Solutions for Large-Scale Biomedical Data Analytics co-located with ESWC 2023, 2023

2022

Towards Supervised Biomedical Semantic Similarity.

Rita Torres Sousa, Sara Silva, Catia Pesquita

Proceedings of the 5th Workshop on Semantic Web solutions for large-scale biomedical data analytics co-located with the Extended Semantic Web Conference (ESWC 2022), 2022

The Supervised Semantic Similarity Toolkit.

Rita Torres Sousa, Sara Silva, Catia Pesquita

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Explaining Artificial Intelligence Predictions of Disease Progression with Semantic Similarity.

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

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Hierarchical Modelling for ALS Prognosis: Predicting the Progression Towards Critical Events.

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

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Predicting Gene-Disease Associations with Knowledge Graph Embeddings over Multiple Ontologies.

Susana Nunes, Rita Torres Sousa, Catia Pesquita

CoRR, 2021

Is there data leakage in protein-protein interaction prediction using knowledge graphs?

Rita Torres Sousa, Sara Silva, Catia Pesquita

Proceedings of the ISWC 2021 Posters, 2021

evoKGsim+: A Framework for Tailoring Knowledge Graph-Based Similarity for Supervised Learning.

Rita Torres Sousa, Sara Silva, Catia Pesquita

Proceedings of the Semantic Web: ESWC 2021 Satellite Events, 2021

2020

Evolving knowledge graph similarity for supervised learning in complex biomedical domains.

Rita Torres Sousa, Sara Silva, Catia Pesquita

BMC Bioinform., 2020

A Collection of Benchmark Data Sets for Knowledge Graph-based Similarity in the Biomedical Domain.

Carlota Cardoso, Rita Torres Sousa, Sebastian Köhler, Catia Pesquita

Database J. Biol. Databases Curation, 2020

Evolving Meaning for Supervised Learning in Complex Biomedical Domains Using Knowledge Graphs.

Rita Torres Sousa

Proceedings of the Semantic Web: ESWC 2020 Satellite Events - ESWC 2020 Satellite Events, Heraklion, Crete, Greece, May 31, 2020