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First Online: 23 September 2025

Ethical Considerations

: The performance of RDL models demonstrated in our research could enable more sophisticated inference of personal information from interconnected data sources. The framework’s flexibility could facilitate deployment in domains with significant ethical implications, such as financial services, healthcare, and government operations. We encourage researchers using ReDeLEx to carefully assess privacy implications and implement appropriate anonymization techniques.

: The authors have no competing interests to declare that are relevant to the content of this article.

Conference Information

Conference Acronym: ECML PKDD

Conference Name: Joint European Conference on Machine Learning and Knowledge Discovery in Databases

Conference City: Porto

Conference Country: Portugal

Conference Year: 2025

Conference Start Date: 15 September 2025

Conference End Date: 19 September 2025

Conference ID: ecml2025

Conference URL: https://ecmlpkdd.org/2025/