Philipp Fukas

According to our database, Philipp Fukas authored at least 10 papers between 2021 and 2023.

Collaborative distances:

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

2023

Developing a Reference Model for Artificial Intelligence Management.

Philipp Fukas, Oliver Thomas

Proceedings of the 31st European Conference on Information Systems, 2023

Developing a Maturity Assessment Tool to Enable the Management of Artificial Intelligence for Organizations.

Philipp Fukas, Aydin Bozkurt, Nora Lenz, Oliver Thomas

Proceedings of the Advanced Information Systems Engineering Workshops, 2023

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

Augmenting Data with Generative Adversarial Networks to Improve Machine Learning-Based Fraud Detection.

Philipp Fukas, Lukas Menzel, Oliver Thomas

Proceedings of the WI for Grand Challenges, 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

The Management of Artificial Intelligence: Developing a Framework Based on the Artificial Intelligence Maturity Principle.

Philipp Fukas

Proceedings of the Doctoral Consortium Papers Presented at the 34th International Conference on Advanced Information Systems Engineering (CAiSE 2022), Leuven, Belgium, June 6, 2022

2021

Innovation by Information Technology Recombination: How Artificial Intelligence Progressive Web Apps Foster Sustainable Development.

Philipp Fukas, 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