academic article

• InterpretME: A tool for interpretations of machine learning models over knowledge graphs.  Semantic Web.  1-21. 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

chapter

• 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

conference paper

• 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

preprint

thesis

• Query Optimization Techniques For Scaling Up To Data Variety 2019
• Matching von Musikdatenbanken 2016

edited book

• ESWC 2023 Workshops and Tutorials Joint Proceedings.  CEUR-WS.org.