Jonas Rebstadt

According to our database, Jonas Rebstadt authored at least 19 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

SECAI - Sustainable Heating through Edge-Cloud-based AI Systems.

Henrik Kortum, Simon Hagen, Marian Eleks, Jonas Rebstadt, Florian Remark, Maximilian Lowin, Cristina Mihale-Wilson, Birgid Eberhardt, Andree Roß, Dominik Maihöfner, Oliver Hinz, Oliver Thomas

HMD Prax. Wirtsch., August, 2023

Trustworthy Artificial Intelligence Systems Engineering: Konzeption und Implementierung vertrauenswürdiger KI-Systeme

Jonas Rebstadt

PhD thesis, 2023

Introducing a methodological approach to determine value shares in Digital Ecosystems.

Cristina Mihale-Wilson, Simon Hagen, Tobias Kohl, Henrik Kortum, Fabian Illgen, Jonas Rebstadt, Oliver Thomas, Oliver Hinz

Proceedings of the Digital Responsibility: Social, 2023

Privacy Aware Processing.

Marian Eleks, Jonas Rebstadt, Henrik Kortum, Oliver Thomas

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.

Jonas Rebstadt, Henrik Kortum, Laura Sophie Gravemeier, Birgid Eberhardt, Oliver Thomas

HMD Prax. Wirtsch., 2022

Towards Personalized Explanations for AI Systems: Designing a Role Model for Explainable AI in Auditing.

Jonas Rebstadt, Florian Remark, Philipp Fukas, Pascal Meier, Oliver Thomas

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.

Henrik Kortum, Philipp Fukas, Jonas Rebstadt, Marian Eleks, Marjan Nobakht Galehpardsari, Oliver Thomas

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.

Henrik Kortum, Jonas Rebstadt, Oliver Thomas

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.

Henrik Kortum, Jonas Rebstadt, Simon Hagen, Oliver Thomas

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.

Henrik Kortum, Jonas Rebstadt, Tula Böschen, Pascal Meier, Oliver Thomas

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.

Marian Eleks, Jonas Rebstadt, Philipp Fukas, Oliver Thomas

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.

Philipp Fukas, Jonas Rebstadt, Lukas Menzel, Oliver Thomas

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.

Henrik Kortum, Jonas Rebstadt, Laura Sophie Gravemeier, Oliver Thomas

HMD Prax. Wirtsch., 2021

Towards a transparency-oriented and integrating Service Registry for the Smart Living Ecosystem.

Jonas Rebstadt, Henrik Kortum, Simon Hagen, Oliver Thomas

Proceedings of the 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September, 2021

Developing an Artificial Intelligence Maturity Model for Auditing.

Philipp Fukas, Jonas Rebstadt, Florian Remark, Oliver Thomas

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.

Stefan Hartmann, Florian Hallay, Luisa Brinkschulte, Jonas Rebstadt, Lena Gesterkamp, Arkadij Enders, Niklas Kewitz, Robert Mertens

Int. J. Semantic Comput., 2017

Tackling Complex Ontologies with AVOnEd - Aspect-Oriented Visual Ontology Editor.

Lena Gesterkamp, Jonas Rebstadt, Robert Mertens

Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

2016

Aspect-Oriented Mind Mapping and Its Potential for Ontology Editing.

Luisa Brinkschulte, Arkadij Enders, Jonas Rebstadt, Robert Mertens

Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016

A Visual Language for OWL Lite Editing.

Jonas Rebstadt, Luisa Brinkschulte, Arkadij Enders, Robert Mertens

Proceedings of the Joint Proceedings of the Posters and Demos Track of the 12th International Conference on Semantic Systems, 2016