Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles.
Datenbank-Spektrum, 2022
Trust in data engineering: reflection, framework, and evaluation methodology.
Proceedings of the First International Workshop on Data Ecosystems co-located with 48th International Conference on Very Large Databases (VLDB 2022), 2022
Provenance-based explanations: are they useful?
Proceedings of the 14th International Workshop on the Theory and Practice of Provenance, 2022
Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles.
Proceedings of the Datenbanksysteme für Business, 2021
Accountable Data Analytics Start with Accountable Data: The LiQuID Metadata Model.
Proceedings of the ER Forum, 2020
A System Framework for Personalized and Transparent Data-Driven Decisions.
Proceedings of the Advanced Information Systems Engineering, 2020
LuPe: A System for Personalized and Transparent Data-driven Decisions.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Provenance for Entity Resolution.
Proceedings of the Provenance and Annotation of Data and Processes, 2018