Jonas Rebstadt
Orcid: 0000-0001-8531-3273
According to our database1,
Jonas Rebstadt
authored at least 20 papers
between 2016 and 2024.
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Bibliography
2024
Privacy, Utility, Effort, Transparency and Fairness: Identifying and Swaying Trade-offs in Privacy Preserving Machine Learning through Hybrid Methods.
Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024
2023
HMD Prax. Wirtsch., August, 2023
Trustworthy Artificial Intelligence Systems Engineering: Konzeption und Implementierung vertrauenswürdiger KI-Systeme
PhD thesis, 2023
Introducing a methodological approach to determine value shares in Digital Ecosystems.
Proceedings of the Digital Responsibility: Social, 2023
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023
2022
Non-Discrimination-by-Design: Handlungsempfehlungen für die Entwicklung von vertrauenswürdigen KI-Services.
HMD Prax. Wirtsch., 2022
Towards Personalized Explanations for AI Systems: Designing a Role Model for Explainable AI in Auditing.
Proceedings of the WI for Grand Challenges, 2022
Proposing a Roadmap for Designing Non-Discriminatory ML Services: Preliminary Results from a Design Science Research Project.
Proceedings of the WI for Grand Challenges, 2022
Dissection of AI Job Advertisements: A Text Mining-based Analysis of Employee Skills in the Disciplines Computer Vision and Natural Language Processing.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Integrating Data and Service Lifecycle for Smart Service Systems Engineering: Compilation of a Lifecycle Model for the Data Ecosystem of Smart Living.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Towards the Operationalization of Trustworthy AI: Integrating the EU Assessment List into a Procedure Model for the Development and Operation of AI-Systems.
Proceedings of the 52. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2022, Informatik in den Naturwissenschaften, 26., 2022
Learning without Looking: Similarity Preserving Hashing and Its Potential for Machine Learning in Privacy Critical Domains.
Proceedings of the 52. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2022, Informatik in den Naturwissenschaften, 26., 2022
Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance.
Proceedings of the Advanced Information Systems Engineering, 2022
2021
Data-based Customer-Retention-as-a-Service: Induktive Entwicklung eines datenbasierten Geschäftsmodells auf Basis einer Fallstudie der Automobilbranche.
HMD Prax. Wirtsch., 2021
Towards a transparency-oriented and integrating Service Registry for the Smart Living Ecosystem.
Proceedings of the 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September, 2021
Proceedings of the 29th European Conference on Information Systems, 2021
2017
Aspect-Oriented Visual Ontology Editor (AVOnEd): Visual Language, Aspect-Oriented Editing Concept and Implementation.
Int. J. Semantic Comput., 2017
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017
2016
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016
Proceedings of the Joint Proceedings of the Posters and Demos Track of the 12th International Conference on Semantic Systems, 2016