Philipp Fukas

11 papers A 1Unranked 10

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	I don't know who you are, but I know what you need: Guidelines for Federated Learning in Educational Recommender Systems. Wirtschaftsinformatik Enrico Kochon, Daniel Stattkus, Simon Binz, Marian Eleks, Nils Lauinger, Philipp Fukas, Ann-Kristin Claudia Müller, Julia Knopf, Oliver Thomas
2023	—	`conf`	Developing a Maturity Assessment Tool to Enable the Management of Artificial Intelligence for Organizations. CAiSE Workshops Philipp Fukas, Aydin Bozkurt, Nora Lenz, Oliver Thomas
2023	—	`conf`	Developing a Reference Model for Artificial Intelligence Management. ECIS Philipp Fukas, Oliver Thomas
2022	—	`conf`	Augmenting Data with Generative Adversarial Networks to Improve Machine Learning-Based Fraud Detection. Wirtschaftsinformatik Philipp Fukas, Lukas Menzel, 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	—	`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	—	`conf`	The Management of Artificial Intelligence: Developing a Framework Based on the Artificial Intelligence Maturity Principle. CAiSE (Doctoral Consortium) Philipp Fukas
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
2021	—	`conf`	Developing an Artificial Intelligence Maturity Model for Auditing. ECIS Philipp Fukas, Jonas Rebstadt, Florian Remark, Oliver Thomas
2021	—	`conf`	Innovation by Information Technology Recombination: How Artificial Intelligence Progressive Web Apps Foster Sustainable Development. GI-Jahrestagung Philipp Fukas, Oliver Thomas