Publications
This section details my scientific publications, primarily focused on advancing machine learning and deep neural networks. For an updated list of my work, please refer to my research profiles linked below.
Publication Statistics
Citations
290
h-index
10
i10-index
10
References
2024

Philipp Altmann, Julian Schönberger, Steffen Illium, et al.. Leveraging applications of formal methods, verification and validation. Rigorous engineering of collective adaptive systems. 2024
2023

Michael Kölle, Steffen Illium, Maximilian Zorn, et al.. Deep learning theory and applications. 2023

Maximilian Zorn, Steffen Illium, Thomy Phan, et al.. The 2023 conference on artificial life. 2023

Steffen Illium, Gretchen Griffin, Michael Kölle, et al.. Proceedings of the 15th international conference on agents and artificial intelligence. 2023
2022

Thomas Gabor, Steffen Illium, Maximilian Zorn, et al.. Artificial Life. 2022

Markus Friedrich, Steffen Illium, Pierre-Alain Fayolle, et al.. Computer vision, imaging and computer graphics theory and applications. 2022

Steffen Illium, Thore Schillman, Robert Müller, et al.. Proceedings of the 14th international conference on agents and artificial intelligence. 2022

Robert Müller, Steffen Illium, Thomy Phan, et al.. Proceedings of the 21st international conference on autonomous agents and multiagent systems. 2022

Jonas Nüßlein, Steffen Illium, Robert Müller, et al.. Case-based reasoning research and development. 2022
2021

Robert Müller, Fabian Ritz, Steffen Illium, et al.. Proceedings of the 13th international conference on agents and artificial intelligence. 2021

Robert Müller, Steffen Illium, Fabian Ritz, et al.. Proceedings of the 13th international conference on agents and artificial intelligence. 2021

Robert Müller, Steffen Illium, Fabian Ritz, et al.. Proceedings of the 13th international conference on agents and artificial intelligence. 2021

Thomas Gabor, Steffen Illium, Maximilian Zorn, et al.. The 2021 conference on artificial life. 2021

Steffen Illium, Robert Müller, Andreas Sedlmeier, et al.. Interspeech 2021. 2021

Robert Müller, Steffen Illium, Claudia Linnhoff-Popien. Interspeech 2021. 2021

Robert Muller, Steffen Illium, Claudia Linnhoff-Popien. 2021 international joint conference on neural networks (IJCNN). 2021
2020

Robert Müller, Stefan Langer, Fabian Ritz, et al.. Machine learning and knowledge discovery in databases. 2020

Markus Friedrich, Steffen Illium, Pierre-Alain Fayolle, et al.. Proceedings of the 15th international joint conference on computer vision, imaging and computer graphics theory and applications. 2020

Andreas Sedlmeier, Robert Müller, Steffen Illium, et al.. Artificial neural networks and machine learning – ICANN 2020. 2020

Steffen Illium, Philipp Andreas Friese, Robert Müller, et al.. AGILE: GIScience Series. 2020