Dr. Rita Torres de Sousa

Researcher

University of Mannheim
B6, 26, Room B 001
D-68159 Mannheim

Email: rita.sousa (at) uni-mannheim.de

Webpage:  ritatsousa.github.io

•  Knowledge graphs
• Machine learning
• Biomedical applications

KI-DiabetesDetektion: Integrating data from various sources in a knowledge graph and apply machine learning methods to improve the early stage detection of diabetes.

• Rita T. Sousa, Sara Silva, Catia Pesquita
  Explaining Protein–Protein Interactions with Knowledge Graph-based Semantic Similarity
  Computers in Biology and Medicine, 2024 (journal paper)
• Rita T. Sousa, Sara Silva, Heiko Paulheim, Catia Pesquita
  Biomedical Knowledge Graph Embeddings with Negative Statements
  In International Semantic Web Conference, 2023 (conference paper)
• Rita T. Sousa, Sara Silva, Catia Pesquita
  Explainable Representations for Relation Prediction in Knowledge Graphs
  In International Conference on Principles of Knowledge Representation and Reasoning, 2023 (conference paper)
• Carlota Cardoso, Rita T. Sousa, Sebastian Kohler, Catia Pesquita
  A Collection of Benchmark Data Sets for Knowledge Graph-based Similarity in the Biomedical Domain
  Database, 2020  (journal paper)
• Rita T. Sousa, Sara Silva, Catia Pesquita
  Evolving Knowledge Graph Similarity for Supervised Learning in Complex Biomedical Domains
  BMC Bioinformatics, 2019  (journal paper)