Jonas Rebstadt

20 papers A 1Journal 4Unranked 14

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Privacy, Utility, Effort, Transparency and Fairness: Identifying and Swaying Trade-offs in Privacy Preserving Machine Learning through Hybrid Methods. INFORMATIK Marian Eleks, Ihler Jakob, Jonas Rebstadt, Henrik Kortum-Landwehr, Oliver Thomas
2023	—	`conf`	Introducing a methodological approach to determine value shares in Digital Ecosystems. Wirtschaftsinformatik Cristina Mihale-Wilson, Simon Hagen, Tobias Kohl, Henrik Kortum, Fabian Illgen, Jonas Rebstadt, Oliver Thomas, Oliver Hinz
2023	—	`conf`	Privacy Aware Processing. GI-Jahrestagung Marian Eleks, Jonas Rebstadt, Henrik Kortum, Oliver Thomas
2023	J	`jnl`	SECAI - Sustainable Heating through Edge-Cloud-based AI Systems. HMD Prax. Wirtsch. 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
2023	—	`—`	Trustworthy Artificial Intelligence Systems Engineering: Konzeption und Implementierung vertrauenswürdiger KI-Systeme Jonas Rebstadt
2022	—	`conf`	Dissection of AI Job Advertisements: A Text Mining-based Analysis of Employee Skills in the Disciplines Computer Vision and Natural Language Processing. HICSS Henrik Kortum, Jonas Rebstadt, Oliver Thomas
2022	—	`conf`	Integrating Data and Service Lifecycle for Smart Service Systems Engineering: Compilation of a Lifecycle Model for the Data Ecosystem of Smart Living. HICSS Henrik Kortum, Jonas Rebstadt, Simon Hagen, Oliver Thomas
2022	—	`conf`	Learning without Looking: Similarity Preserving Hashing and Its Potential for Machine Learning in Privacy Critical Domains. GI-Jahrestagung Marian Eleks, Jonas Rebstadt, Philipp Fukas, Oliver Thomas
2022	J	`jnl`	Non-Discrimination-by-Design: Handlungsempfehlungen für die Entwicklung von vertrauenswürdigen KI-Services. HMD Prax. Wirtsch. Jonas Rebstadt, Henrik Kortum, Laura Sophie Gravemeier, Birgid Eberhardt, Oliver Thomas
2022	—	`conf`	Proposing a Roadmap for Designing Non-Discriminatory ML Services: Preliminary Results from a Design Science Research Project. Wirtschaftsinformatik Henrik Kortum, Philipp Fukas, Jonas Rebstadt, Marian Eleks, Marjan Nobakht Galehpardsari, Oliver Thomas
2022	A	`conf`	Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance. CAiSE Philipp Fukas, Jonas Rebstadt, Lukas Menzel, Oliver Thomas
2022	—	`conf`	Towards Personalized Explanations for AI Systems: Designing a Role Model for Explainable AI in Auditing. Wirtschaftsinformatik Jonas Rebstadt, Florian Remark, Philipp Fukas, Pascal Meier, Oliver Thomas
2022	—	`conf`	Towards the Operationalization of Trustworthy AI: Integrating the EU Assessment List into a Procedure Model for the Development and Operation of AI-Systems. GI-Jahrestagung Henrik Kortum, Jonas Rebstadt, Tula Böschen, Pascal Meier, Oliver Thomas
2021	J	`jnl`	Data-based Customer-Retention-as-a-Service: Induktive Entwicklung eines datenbasierten Geschäftsmodells auf Basis einer Fallstudie der Automobilbranche. HMD Prax. Wirtsch. Henrik Kortum, Jonas Rebstadt, Laura Sophie Gravemeier, Oliver Thomas
2021	—	`conf`	Developing an Artificial Intelligence Maturity Model for Auditing. ECIS Philipp Fukas, Jonas Rebstadt, Florian Remark, Oliver Thomas
2021	—	`conf`	Towards a transparency-oriented and integrating Service Registry for the Smart Living Ecosystem. GI-Jahrestagung Jonas Rebstadt, Henrik Kortum, Simon Hagen, Oliver Thomas
2017	J	`jnl`	Aspect-Oriented Visual Ontology Editor (AVOnEd): Visual Language, Aspect-Oriented Editing Concept and Implementation. Int. J. Semantic Comput. Stefan Hartmann, Florian Hallay, Luisa Brinkschulte, Jonas Rebstadt, Lena Gesterkamp, Arkadij Enders, Niklas Kewitz, Robert Mertens
2017	—	`conf`	Tackling Complex Ontologies with AVOnEd - Aspect-Oriented Visual Ontology Editor. ICSC Lena Gesterkamp, Jonas Rebstadt, Robert Mertens
2016	—	`conf`	A Visual Language for OWL Lite Editing. SEMANTiCS (Posters, Demos, SuCCESS) Jonas Rebstadt, Luisa Brinkschulte, Arkadij Enders, Robert Mertens
2016	—	`conf`	Aspect-Oriented Mind Mapping and Its Potential for Ontology Editing. ICSC Luisa Brinkschulte, Arkadij Enders, Jonas Rebstadt, Robert Mertens