Publications

Alberto Acebes; Serge Autexier; Marjolein Brusse-Keizer; Agni Delvinioti; Thrasyvoulos Giannakopoulos; Christiane Grünloh; Florian Hahn; Rain Jögi; Christos Kalloniatis; Konstantina Kostopoulou; Sofoklis Kyriazakos; Kostas Lamprinoudakis; Jakob Lehmann; Danae Lekka; Anke Lenferink; Federico Mazzone; Guilio Pagliari; Stefano Patarnello; Aristodemos Pnevmatikakis; Jarno Raid; Monique Tabak; Job Van Der Palen; Gesa Wimberg

RE-SAMPLE Platform for training and use of COPD exacerbation risk prediction models

In: European Respiratory Journal (ERJ), Vol. 64, No. suppl 68, Page 1, ERS, 11/2024.

Serge Autexier

On Using Large Language Models Pre-trained on Digital Twins as Oracles to Foster the Use of Formal Methods in Practice

In: Tiziana Margaria; Bernhard Steffen (Hrsg.). 12th International Symposium Leveraging Applications of Formal Methods, Verification and Validation, (ISOLA 2024),Crete, Greece, October 27–31, 2024, Part IV. International Symposium Leveraging Applications of Formal Methods, Verification and Validation (ISOLA-2024), October 27-31, Heraklion, Greece, LNCS, Vol. 15222, Springer Cham, 10/2024.

Harihara Bharathy Swaminathan; Aron Sommer; Andreas Becker; Martin Atzmueller

Spatial Change Detection Using Automotive Radar

In: Proc. IEEE International Conference on Intelligent Transportation Systems (ITSC). IEEE Intelligent Transportation Systems Conference (IEEE ITSC-2023), Pages 4066-4071, IEEE, 2023.

Ankur Bhatt; Ko Watanabe; Jayasankar Santhosh; Andreas Dengel; Shoya Ishimaru

Estimating Self-Confidence in Video-Based Learning Using Eye-Tracking and Deep Neural Networks

In: IEEE Access (IEEE), Vol. 12, Pages 192219-192229, IEEE, 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.