Publications

David Dembinsky; Adriano Lucieri; Stanislav Frolov; Hiba Najjar; Ko Watanabe; Andreas Dengel

Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI

In: Transactions on Machine Learning Research (TMLR), 2025.

Nael Jaber; Bilal Wehbe; Leif Christensen; Frank Kirchner

MV3D: Multi-View 3D Reconstruction of Objects Using Forward-Looking Sonar

In: Tamim Asfour; Abhinav Valada (Hrsg.). IEEE Robotics and Automation Letters (RA-L), Vol. 10, Pages 8762-8769, IEEE, 2025.

Andrey Guzhov; Tobias Wirth

Transformer-Based File Fragment Type Classification for File Carving in Digital Forensics

In: Academic Conferences International (ACI) (Hrsg.). Proceedings of the 24th European Conference on Cyber Warfare and Security. European Conference on Cyber Warfare and Security (ECCWS-2025), 24th European Conference on Cyber Warfare and Security, located at ECCWS-2025, June 26-27, Kaiserslautern, Germany, Pages 169-176, Vol. 24, No. 1, ACI, 2025.

Arnab Das; Carlos Franzreb; Tim Polzehl; Sebastian Möller

Exploring Foundation Model Fusion Effectiveness and Explainability for Stylistic Analysis of Emotional Podcast Data

In: Advances in Information and Communication. Future of Information and Communication Conference (FICC-2025), located at FICC-2025, March 4-5, Berlin, Germany, Springer Nature, Switzerland, 2025.

Elnaz Azmi; Khadijeh Alibabaei; Valentin Kozlov; Tjerk Krijger; Gabriele Accarino; Igor Ruiz Atake; Sakina-Dorothée Ayata; Amanda Calatrava; Marco Mariano De Carlo; Wout Decrop; Donatello Elia; Sandro Luigi Fiore; Marco Francescangeli; Jesús Soriano-González; Jean-Olivier Irisson; Martin Laviale; Rune Lagaisse; Antoine Lebeaud; Carolin Leluschko; Germán Moltó; Antonio Augusto Sepp Neves; Enoc Martinez; Damian Smyth; Muhammad Arabi Tayyab; Vanessa Tosello; Alvaro Lopez Garcia; Dick Schaap; Gergely Sipos

Best practices for AI-based image analysis applications in aquatic sciences: The iMagine case study

In: Ecological Informatics, Vol. 90, Pages 1-37, Elsevier, Amsterdam, 7/2025.

Damun Mollahassani; Martin Becker; Andreas Emrich; Peter Fettke; Jens C. Göbel

Generating additional Engineering Knowledge in Smart Product Value Creation Networks

In: Dimitris Mourtzis (Hrsg.). Procedia CIRP, Vol. 136 - 35th CIRP Design 2025, Pages 630-635, Elsevier, 2025.

Hannes Kath; Thiago Gouvea; Daniel Sonntag

Speeding Up Bioacoustic Data Analysis: Fine-Tuning Deep Models with Active Learning for Efficient Wildlife Detection

In: GoodIT '25: Proceedings of the 2025 International Conference on Information Technology for Social Good. ACM International Conference on Information Technology for Social Good (GoodIT-2025), located at GoodIT-2025, September 3-5, Antwerpen, Belgium, Association for Computing Machinery, 9/2025.

Francisco Mena; Diego Arenas; Andreas Dengel

In the search for optimal multi-view learning models for crop classification with global remote sensing data

In: International Journal of Applied Earth Observation and Geoinformation (JAG), Vol. 143, Pages 0-15, Elsevier, Empowering Smart and Sustainable Agriculture with , 9/2025.

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

ABCDE: Appearance-Based Confidence Detection by Evaluating Gaze Behavior Using Deep Learning

In: International Journal of Activity and Behavior Computing, Vol. 2025 1, Pages 1-24, Care XDX Center, Kyushu Institute of Technology, 7/2025.

Tim Dahmen; Niklas Rottmayer; Katja Schladitz; Markus Kronenberger; Ziwei He; Miriam Hommel; Petra Gospodnetic; Claudia Redenbach

Combining Stochastic Geometry and Neural Models of Electron Matter Interaction for the Simulation of Electron Imaging of Porous Materials

In: Proceedings of the XI International Conference on Coupled Problems in Science and Engineering. International Conference on Coupled Problems in Science and Engineering (Coupled Problems-2025), May 25-28, Villasimius, Sardinia, Italy, IACM, 2025.