Philipp Fukas

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 10

Top Topics

Feature Importance

Top Venues

Wirtschaftsinformatik

GI-Jahrestagung

CAiSE Workshops

Publications

Philipp Fukas, Aydin Bozkurt, Nora Lenz, Oliver Thomas
Developing a Maturity Assessment Tool to Enable the Management of Artificial Intelligence for Organizations. CAiSE Workshops (2023)
Philipp Fukas, Oliver Thomas
Developing a Reference Model for Artificial Intelligence Management. ECIS (2023)
Marian Eleks, Jonas Rebstadt, Philipp Fukas, Oliver Thomas
Learning without Looking: Similarity Preserving Hashing and Its Potential for Machine Learning in Privacy Critical Domains. GI-Jahrestagung (2022)
Henrik Kortum, Philipp Fukas, Jonas Rebstadt, Marian Eleks, Marjan Nobakht Galehpardsari, Oliver Thomas
Proposing a Roadmap for Designing Non-Discriminatory ML Services: Preliminary Results from a Design Science Research Project. Wirtschaftsinformatik (2022)
Philipp Fukas
The Management of Artificial Intelligence: Developing a Framework Based on the Artificial Intelligence Maturity Principle. CAiSE (Doctoral Consortium) (2022)
Philipp Fukas, Jonas Rebstadt, Lukas Menzel, Oliver Thomas
Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance. CAiSE (2022)
Philipp Fukas, Lukas Menzel, Oliver Thomas
Augmenting Data with Generative Adversarial Networks to Improve Machine Learning-Based Fraud Detection. Wirtschaftsinformatik (2022)
Jonas Rebstadt, Florian Remark, Philipp Fukas, Pascal Meier, Oliver Thomas
Towards Personalized Explanations for AI Systems: Designing a Role Model for Explainable AI in Auditing. Wirtschaftsinformatik (2022)
Philipp Fukas, Oliver Thomas
Innovation by Information Technology Recombination: How Artificial Intelligence Progressive Web Apps Foster Sustainable Development. GI-Jahrestagung (2021)
Philipp Fukas, Jonas Rebstadt, Florian Remark, Oliver Thomas
Developing an Artificial Intelligence Maturity Model for Auditing. ECIS (2021)