Publikationen

Prompt Engineering zur Generierung von Sprachlerninhalten

In: Informatik Spektrum, Pages 1-9, Springer Berlin Heidelberg, 9/2024.

Annette Spellerberg; Klaus J. Beckmann; Emilia Bruck; Dirk Engelke; Martina Hülz; Stefan Höffken; Florian Koch; Jens Libbe; Martin Memmel; Frank Othengrafen; Eva Maria Reinecke; Eva Schweitzer

Künstliche Intelligenz in der Raumentwicklung - Impulse für die Praxis und Forschung

In: ARL - Akademie für Raumentwicklung in der Leibniz-Gemeinschaft (Hrsg.). Positionspapiere aus der ARL, Vol. 151, Pages 1-9, Verlag der ARL, 2024.

Jurgen van den Hoogen; Dan Hudson; Martin Atzmueller

Graph Signal Processing (GSP) Unearths the Best Locations for Soil Moisture Sensors

In: Proc. International Conference on Machine Learning and Applications. International Conference on Machine Learning and Applications (ICMLA-2024), Pages 1-6, IEEE, 2024.

Frank Ehebrecht; Toni Scharle; Martin Atzmueller

PINNtegrate: PINN-based Integral-Learning for Variational and Interface Problems

In: Proceedings of the 1st ECAI Workshop on "Machine Learning Meets Differential Equations: From Theory to Applications". Workshop on Machine Learning Meets Differential Equations (ML-DE-2024), located at ECAI 2024, September 20, Santiago de Compostela, Spain, Pages 1-16, Proceedings of Machine Learning Research (PMLR), Vol. 255, PMLR, 2024.

J. Schmidinger; V. Barkov; H. Tavakoli; J. Correa; M. Ostermann; Martin Atzmueller; R. Gebbers; S. Vogel

Which and how many soil sensors are ideal to predict key soil properties: A case study with seven sensors

In: Geoderma, Vol. 450, Pages 1-34, Geoderma, 10/2024.

Timo Markert; Sebastian Matich; Daniel Neykov; Jonas Pfannes; Andreas Theissler; Martin Atzmueller

Force-based Haptic Input Device and Online Motion Generator: Investigating Learning Curves in Robotic Telemanipulation

In: 2024 IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), Pages 1761-1767, IEEE, 2024.

Martin Atzmueller; Johannes Fürnkranz; Tomávs Kliegr; Ute Schmid

Explainable and interpretable machine learning and data mining

In: Data Mining and Knowledge Discovery, Vol. 38, No. 5, Pages 2571-2595, Springer, 2024.

Sławomir Nowaczyk; Przemysław Biecek; Neo Christopher Chung; Mauro Vallati; Paweł Skruch; Joanna Jaworek-Korjakowska; Simon Parkinson; Alexandros Nikitas; Martin Atzmüller; Tomá¨ Kliegr

Artificial Intelligence. ECAI 2023 International Workshops: XAI 3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30--October 4, 2023, Proceedings, Part I

Springer, 2024.

Moritz Lucas; Viacheslav Barkov; Ralf Pecenka; Martin Atzmueller; Björn Waske

Mapping Trees outside Forests using Semantic Segmentation

In: Proc. IEEE International Geoscience and Remote Sensing Symposium. IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2024), Pages 4435-4438, IEEE, 2024.

Dan Hudson; Jurgen van den Hoogen; Stefan Bloemheuvel; Martin Atzmueller

Stay Tuned! Analysing Hyperparameters of a Wide-Kernel Architecture for Industrial Faults

In: Proceedings 2024 IEEE Conference on Artificial Intelligence (CAI). IEEE Conference on Artificial Intelligence (CAI-2024), June 25-27, Marina Bay Sands, Singapore, Pages 1350-1356, IEEE Xplore, 2024.