Publikationen

Andreas Schliebitz; Heiko Tapken; Martin Atzmueller

An Empirical Study on Improving SimCLR's Nonlinear Projection Head Using Pretrained Autoencoder Embeddings

In: Proc. IEEE International Conference on Tools with Artificial Intelligence (ICTAI). International Conference on Tools with Artificial Intelligence (AAAI SSS), Los Alamitos, CA, USA, Pages 1140-1146, IEEE Computer Society, 2025.

Arnab Ghosh Chowdhury; Amos Smith; Martin Atzmueller

Enhancing Convolutional Block Attention with Self-Attention on Agricultural Image Classification

In: Proc. IEEE International Conference on Tools with Artificial Intelligence (ICTAI). International Conference on Tools with Artificial Intelligence (AAAI SSS), Los Alamitos, CA, USA, Pages 402-407, IEEE Computer Society, 2025.

Steffen Meinert; Philipp Schlinge; Nils Strodthoff; Martin Atzmueller

ProtoMask: Segmentation-Guided Prototype Learning

In: Proc. IEEE International Conference on Tools with Artificial Intelligence (ICTAI). International Conference on Tools with Artificial Intelligence (AAAI SSS), Los Alamitos, CA, USA, Pages 881-888, IEEE Computer Society, 2025.

Martin Atzmueller; Carolina Centeio Jorge; Cláudio Rebelo de Sá; Behzad M Heravi; Jenny L Gibson; Rosaldo JF Rossetti

Mining exceptional social behavior on attributed interaction networks

In: Machine Learning, Vol. 114, No. 11, Pages 1-34, Springer, 2025.

Leonid Schwenke; Martin Atzmueller

Evaluating Interpretability using Logical Relations: Do Saliency Maps Encode Relevant Information?

In: Proc. IEEE International Conference on Data Science and Advanced Analytics, DSAA 2025. International Conference on Data Science and Advanced Analytics (DSAA), Pages 1-12, IEEE, 2025.

Amos Smith; Nael Jaber; Leif Christensen; Martin Atzmueller

BLENDgänger: Generating Synthetic MBES Data for Underwater UXO Perception Tasks

In: Jessica Daignault; Katie Skinner; Ed Verhamme (Hrsg.). OCEANS-2025 Great Lakes. OCEANS MTS/IEEE Conference (OCEANS-2025), September 29 - October 2, Chicago, Illinois, USA, Pages 1-9, IEEE, 2025.

Nael Jaber; Qais Al-Ramahi; Leif Christensen; Bilal Wehbe

SonarCloud: A Simulated Forward Looking Sonar Dataset for Underwater Perception Tasks

In: Jessica Daignault; Katie Skinner; Ed Verhamme (Hrsg.). SonarCloud: A Simulated Forward Looking Sonar Dataset for Underwater Perception Tasks. OCEANS MTS/IEEE Conference (OCEANS-2025), September 29 - October 2, Chicago, Illinois, Illinois, USA, IEEE, 2025.

Jan Herbst; Jan Petershans; Seyedeh Ghazal Shobairian; Hans Dieter Schotten (Hrsg.)

Wireless Body Area Networks in Healthcare: Evolution, Challenges, and Pathways to Innovation

European Conference on Cyber Warfare and Security (ECCWS-2025), Kaiserslautern, Germany, Academic Conferences, 10/2025.

Ari Z Klein; Tirthankar Dasgupta; Lauren Gryboski; Sudeshna Jana; Sedigh Khademi; Guillermo Lopez-Garcia; Diego Mazzotti; Takeshi Onishi; Jeanne Powell; Lisa Raithel; Swati Rajwal; Roland Roller; Abeed Sarker; Manjira Sinha; Philippe Thomas; Elena Tutubalina; Dongfang Xu; Pierre Zweigenbaum; Graciela Gonzalez-Hernandez

Overview of the 10th Social Media Mining for Health (# SMM4H) and Health Real-World Data (HeaRD) Shared Tasks at ICWSM 2025

In: Workshop Proceedings of the 19th International AAAI Conference on Web and Social Media. Joint Social Media Mining for Health and Health Real-World Data Workshop and Shared Tasks (SMM4H-HeaRD-2025), located at ICWSM 2025, June 23, Copenhagen, Denmark, AAAI, 6/2025.

Ibrahim Baroud; Lisa Raithel; Sebastian Möller; Roland Roller

Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts

In: Proceedings of the Sixth Workshop on Privacy in Natural Language Processing. Workshop on Privacy in Natural Language Processing (PrivateNLP-2025), located at NAACL, May 4, Pages 75-85, ISBN 979-8-89176-246-6, Association for Computational Linguistics, 2025.