no code implementations • 18 Mar 2024 • Benedikt T. Arnold, Johannes Theissen-Lipp, Diego Collarana, Christoph Lange, Sandra Geisler, Edward Curry, Stefan Decker
Dataspaces have recently gained adoption across various sectors, including traditionally less digitized domains such as culture.
1 code implementation • ECML PKDD 2021 • Afshin Sadeghi, Diego Collarana, Damien Graux, Jens Lehmann
Capturing not only local graph structure but global features of entities are crucial for prediction tasks on Knowledge Graphs.
Ranked #2 on Link Property Prediction on ogbl-biokg
1 code implementation • 17 Aug 2020 • Enrique Iglesias, Samaneh Jozashoori, David Chaves-Fraga, Diego Collarana, Maria-Esther Vidal
In recent years, the amount of data has increased exponentially, and knowledge graphs have gained attention as data structures to integrate data and knowledge harvested from myriad data sources.
Databases
1 code implementation • 3 Jun 2020 • Ariam Rivas, Irlán Grangel-González, Diego Collarana, Jens Lehmann, Maria-Esther Vidal
We use knowledge graph embeddings to automatically create these communities exploiting the meaning of the existing relationships.