Publikationen

Mohamed Karim Belaid; Maximilian Rabus; Eyke Hüllermeier

Uncertainty Quantification in Pairwise Difference Learning for Classification

In: Machine Learning, Vol. 115, No. 1, Pages 12-12, Springer, 2026.

Anja Henke; Jason M Harley; Negar Matin; Johann Chevalère; Verena V Hafner; Niels Pinkwart; Rebecca Lazarides

Multimodal perspectives on affective dynamics in an intelligent tutoring system

In: Learning and Instruction, Vol. 103, Pergamon, 1/2026.

Rezaul Tutul; Ilona Buchem; André Jakob; Niels Pinkwart

Evaluating Intrinsic Motivation in Robot-Supported Quiz-Based Learning: A Comparative Study of Verbal-Only and Multimodal Feedback with Sound Input

In: Acta Informatica Pragensia, Vol. 15, No. 1, Pages 109-125, Prague University of Economics and Business, 1/2026.

Wei Jiang; Hans Dieter Schotten

A Heterogeneous Massive MIMO Technique for Uniform Service in Cellular Networks

In: Proceedings of the IEEE International Conference on Communications. IEEE International Conference on Communications (ICC-2026), May 24-28, Glasgow, United Kingdom, IEEE, 5/2026.

Donald Pfaffmann; Matthias Klusch; Marcel Steinmetz

HyPlan: Hybrid Learning-Assisted Planning Under Uncertainty for Safe Autonomous Driving

In: Proceedings of the 37th IEEE Intelligent Vehicles Symposium. IEEE Intelligent Vehicles Symposium (IV-2026), Detroit, MI, USA, IEEE, 2026.

Jonas Schmidinger; Viacheslav Barkov; Sebastian Vogel; Martin Atzmueller; Gerard B.M. Heuvelink

Kriging prior regression: A case for kriging-based spatial features with TabPFN in soil mapping

In: Computers and Electronics in Agriculture, Vol. 243, Pages 1-17, Elsevier, 2026.

Christoph Tieben; Robert Rettig; Benjamin Kisliuk; Andrej Lejman; Christoph Manß; Kai A. von Szadkowski; Martin Atzmueller

Auf dem Weg zu einer KI-gestützten Gewässer- und Wasseransammlungsdetektion zur adaptiven Steuerung von Pflanzenschutz- und Düngerapplikation auf Landmaschinen

In: Informatik in der Land-, Forst- und Ernährungswirtschaft -- Referate der 46. GIL-Jahrestagung. Jahrestagung der Gesellschaft für Informatik in der Land-, Forst- und Ernährungswirtschaft (GIL-2026), Gesellschaft für Informatik e.V. 2026.

Dayananda Herurkar; Jörn Hees; Vesselin Tzvetkov; Andreas Dengel

Tabular Data Adapters: Pseudo-Labeling Unlabeled Private Tabular Data for Outlier Detection

In: IEEE Access (Hrsg.). IEEE Access (IEEE), Vol. 14, Pages 25691-25705, IEEE, 2/2026.

Dayananda Herurkar; Ahmed Anwar; Sebastian Palacio; Jörn Hees; Andreas Dengel

Fin-Fed-OD: Enhancing Outlier Detection Using Federated Learning on Financial Tabular Data

In: International Conference on Federated Learning Technologies and Applications (FLTA). International Conference on Federated Learning Technologies and Applications (FLTA-2025), located at FLTA25, October 14-17, Dubrovnik, Croatia, Pages 40-47, DFKI Research Reports (RR), ISBN 979-8-3315-5670-9, IEEE, 1/2026.

Samuel Hill

Adaptive Trust Infrastructures for AI: From an AI ClinicalTrials.gov framework to a Human-AI Workforce

In: Mark Nitzberg; Stuart Russell; Atoosa Kasirzadeh; Jime Fernandez Fisac; Adam Gleave (Hrsg.). Proceedings of the Second Annual Conference of International Association for Safe and Ethical Artificial Intelligence. Annual Conference of The International Association for Safe & Ethical Artificial Intelligence (IASEAI-2026), February 24-26, Paris, France, IASEAI, 2/2026.