selected publications
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academic article
- InterpretME: A tool for interpretations of machine learning models over knowledge graphs. Semantic Web. 1-21. 2024
- PALADIN: A process-based constraint language for data validation. Information Fusion. 102557. 2024
- Knowledge4COVID-19: A semantic-based approach for constructing a COVID-19 related knowledge graph from various sources and analyzing treatments’ toxicities. Web semantics: science, services and agents on the World Wide Web. 75. 2023
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chapter
- Semantically Describing Predictive Models for Interpretable Insights into Lung Cancer Relapse. Proceedings of the 20th International Conference on Semantic Systems, 17–19 September 2024, Amsterdam, The Netherlands. 142- 158. 2024
- Towards Certified Distributed Query Processing. ESWC 2023 Workshops and Tutorials Joint Proceedings. 2023
- Challenges for Healthcare Data Analytics Over Knowledge Graphs. Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV. Springer, Cham. 89-118. 2023
- SHACL-ACL: Access Control with SHACL. The Semantic Web: ESWC 2023 Satellite Events. Springer, Cham. 22-26. 2023
- Trusting Decentralised Knowledge Graphs and Web Data at the Web Conference. WWW '23 Companion: Companion Proceedings of the ACM Web Conference 2023. 2023
- Datenschutzfragen in Big Data der Biomedizin. Künstliche Intelligenz – Recht und Praxis automatisierter und autonomer Systeme. Baden-Baden. 571-588. 2021
- SHACL Constraint Validation during SPARQL Query Processing. Proceedings of the VLDB 2021 PhD Workshop : co-located with the 47th International Conference on Very Large Databases (VLDB 2021) ; Copenhagen, Denmark, August 16, 2021. 2021
- Trav-SHACL: Efficiently Validating Networks of SHACL Constraints. WWW '21: Companion Proceedings of the Web Conference 2021. 3337-3348. 2021
- Ontario: Federated Query Processing Against a Semantic Data Lake. Database and Expert Systems Applications: 30th International Conference, DEXA 2019 Linz, Austria, August 26–29, 2019 Proceedings, Part I. Springer Nature. 379-395. 2019
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conference paper
- The Leibniz Data Manager: Supporting Researchers in the Lifecycle of Research Data 2024
- Enhancing Interpretability of Machine Learning Models over Knowledge Graphs. Proceedings of the Posters and Demo Track of the 19th International Conference on Semantic Systems co-located with 19th International Conference on Semantic Systems (SEMANTiCS 2023). 2023
- Optimizing Federated Queries Based on the Physical Design of a Data Lake. EDBT/ICDT 2020 Workshops: Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, Copenhagen, Denmark, March 30, 2020. 2020
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preprint
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thesis
Co-author Network
Map of Science