publications

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2025

Blum, Moritz; Plenz, Moritz; Ell, Basil; Cimiano, Philipp

Finding Good Neighbors: Examining the Importance of Neighborhood Selection for Link Prediction Proceedings Article

In: Proceedings of the 13th Knowledge Capture Conference 2025, 2025.

Links | BibTeX | Schlagwörter: Link Prediction

Blum, Moritz; Gehring, Lukas; Ell, Basil; Cimiano, Philipp

Path of Time: Explanations for Temporal Knowledge Graph Completion through Chronological Regulation Proceedings Article

In: Proceedings of the XAI-KG workshop at ESWC2025, CEUR-WS.org, 2025.

Links | BibTeX | Schlagwörter: Link Prediction

2024

Blum, Moritz; Ell, Basil; Ill, Hannes; Cimiano, Philipp

Numerical Literals in Link Prediction: A Critical Examination of Models and Datasets Proceedings Article

In: Proceedings of the 23th International Semantic Web Conference, 2024.

Links | BibTeX | Schlagwörter: Link Prediction, Machine Learning on Graphs

2022

Blum, Moritz; Ell, Basil; Cimiano, Philipp

Exploring the impact of literal transformations within Knowledge Graphs for Link Prediction Proceedings Article

In: Proceedings of the 11th International Joint Conference on Knowledge Graphs (IJCKG 2022), 2022.

Links | BibTeX | Schlagwörter: Link Prediction, Machine Learning on Graphs