Publikationen

Théo Vincent; Fabian Wahren; Jan Peters; Boris Belousov; Carlo D'Eramo

Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning

In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2025), ICLR, 2025.

Matthias Tschöpe; Stefan Gerd Fritsch; Vitor Fortes Rey; Niranjan Narendra Nandurkar; Sarah Trevenna; Eloise Monger; Paul Lukowicz

NEEDLE: Nurse Education Enhanced by Vision-based Deep Learning Evaluation

In: 2025 7th International Conference on Activity and Behavior Computing (ABC). International Conference on Activity and Behavior Computing (ABC), April 21-25, Abu Dhabi, Abu Dhabi, United Arab Emirates, Pages 1-10, IEEE Xplore, 2025.

Guillermo Jimenez-Diaz; Mirko Lenz; Lukas Malburg; Belen Diaz-Agudo; Ralph Bergmann

A Framework for Supporting the Iterative Design of CBR Applications

In: Isabelle Bichindaritz; Beatriz Lopez (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2025), Biarritz, France, Lecture Notes in Computer Science (LNCS), Springer, Cham, 2025.

Mirko Lenz; Maximilian Hoffmann; Ralph Bergmann

LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning

In: Isabelle Bichindaritz; Beatriz Lopez (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2025), Biarritz, France, Lecture Notes in Computer Science (LNCS), Springer Nature Switzerland, Cham, 2025.

Sallar Ahmadi-Pour; Sangeet Saha; Klaus McDonald-Maier; Rolf Drechsler

MESSI: Task Mapping and Scheduling Strategy for FPGA-based Heterogeneous Real-Time SystemsMESSI: Task Mapping and Scheduling Strategy for FPGA-based Heterogeneous Real-Time Systems

In: ACM Transactions on Design Automation of Electronic Systems (TODAES), ACM, 2025.

Gregor Duwe; Dominique Mercier; Verena Kauth; Kerstin Moench; Vikas Rajashekar; Markus Junker; Andreas Dengel; Axel Haferkamp; Thomas Hoefner

Development of an artificial intelligence-generated, explainable treatment recommendation system for urothelial carcinoma and renal cell carcinoma to support multidisciplinary cancer conferences

In: European Journal of Cancer (EJC), Vol. 220, No. 115367, Pages 1-8, Elsevier Ltd. 3/2025.

Martina Hutter-Mironovova; Benjamin Blumhofer; Christopher Schneider; Achim Wagner

Behavior Tree as a Decision Planning Algorithm for Industrial Robot

In: Leonard Barolli (Hrsg.). Advances on P2P, Parallel, Grid, Cloud and Internet Computing. International Conference on Advances on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2024), November 13-15, San Benedetto del Tronto, Italy, Pages 385-394, Lecture Notes on Data Engineering and Communications Technologies (LNDECT), Vol. 232, ISBN 978-3-031-76462-2, Springer Nature Switzerland, Cham, 2025.

Malte Luttermann; Ralf Möller; Marcel Gehrke

Lifting Factor Graphs with Some Unknown Factors for New Individuals

In: Zied Bouraoui; Srdjan Vesic (Hrsg.). International Journal of Approximate Reasoning (IJAR), Vol. 179, No. 04/2025 (article 109371), Pages 1-28, Elsevier, 4/2025.

Fabian Schmeisser; Maria Caroprese; Gillian Lovell; Andreas Dengel; Sheraz Ahmed

How to Box Your Cells: An Introduction to Box Supervision for 2.5D Cell Instance Segmentation and a Study of Applications

In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence (ICAART-2025), February 23-25, Porto, Portugal, Vol. 3, SciTePress, 2025.

Nele Brügge; Alexandra Korda; Stefan Borgwardt; Christina Andreou; Giorgos Giannakakis; Heinz Handels

Bag-Level Multiple Instance Learning for Acute Stress Detection from Video Data

In: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF. International Conference on Health Informatics (HEALTHINF-2025), February 19-22, Porto, Portugal, ISBN 978-989-758-731-3, SciTePress, 2025.