Publications

Konstantin Kuznetsov; Sara-Jane Bittner; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag

FormTwin: A Framework for Pen-based Data Collection

In: Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization. International Conference on User Modeling, Adaptation, and Personalization (UMAP-2024), July 1-4, Cagliari, Italy, Pages 132-135, ISBN 979-8-4007-0466-6/24/07, ACM Digital Library, 7/2024.

Mervat Zarour; Qiuheng Zhou; Sergiy Melnyk; Hans Dieter Schotten

Adaptive Prediction Approach for 3D Geometry-based communication

In: 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall). IEEE Vehicular Technology Conference (VTC-2024), IEEE 100th Vehicular Technology Conference, October 7-10, Washington DC, USA, USA, IEEE Xplore, 11/2024.

Annika Tjabben; Lea Bergkemper; Jan Herbst; Matthias Rüb; Christoph Lipps; Hans Dieter Schotten

Multipath Signal Prediction for In-Body Nanocommunication with Volatile Particles

In: European Wireless 2024; 29th European Wireless Conference. European Wireless (EW-2024), located at European Wireless 2024, September 9-11, Brno, Czech Republic, IEEE Xplore, 2024.

Andreas Weinand; Sachinkumar B. Mallikarjun; Christoph Lipps; Hans Dieter Schotten

Multi-bit Secret Key Generation for LoRaWAN based 6G mMTC using Autoencoders

In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC-2024), September 2-5, Valencia, Spain, IEEE, 2024.

Matthias Rüb; Jan Herbst; Oliver May; Ralf Irmer; Christoph Lipps; Hans Dieter Schotten

Large Agent Models in Patient Care and Clinical Communication Infrastructure: Applications and Challenges

In: 2024 IEEE 6th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA). International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA-2024), October 19-20, Hamburg, Germany, IEEE, 11/2024.

Viacheslav Barkov; Jonas Schmidinger; Robin Gebbers; Martin Atzmueller

An Efficient Model-Agnostic Approach for Uncertainty Estimation in Data-Restricted Pedometric Applications

In: Proc. International Conference on Machine Learning and Applications. International Conference on Machine Learning and Applications (ICMLA-2024), Pages 1-8, IEEE, 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.