Publikationen

2026

A Scene Graph Backed Approach to Open Set Semantic Mapping
Martin Günther, Felix Igelbrink, Oscar Lima, Lennart Niecksch, Marian Renz, Martin Atzmueller, 2026
 doi.org/10.48550/arXiv.2602.03781

Interactive Open-Set Semantic Mapping with a 3D Scene Graph Backend
Felix Igelbrink, Lennart Niecksch, Martin Günther, Marian Renz, Oscar Lima, Martin Atzmueller, 
Accepted at: Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence (IJCAI-2026), August 15-21, Bremen, Germany
2026.

LIEREx: Language-Image Embeddings for Robotic Exploration
Felix Igelbrink, Lennart Niecksch, Marian Renz, Martin Günther, Martin Atzmueller, 2026
 doi.org/10.1007/s13218-026-00902-6

Agentic AI for Robot Control: Flexible but still Fragile
Oscar Lima, Marc Vinci, Martin Günther, Marian Renz, Alexander Sung, Sebastian Stock, Johannes Brust, Lennart Niecksch, Zongyao Yi, Felix Igelbrink, Benjamin Kisliuk, Martin Atzmueller, Joachim Hertzberg, 2026
 doi.org/10.48550/arXiv.2602.13081

Time series feature extraction and crop type classification on spatiotemporal soil sensor network data
David Massanés, Martin Atzmueller, 2026
 doi.org/10.18420/giljt2026_08

ExPrIS: Knowledge-Level Expectations as Priors for Object Interpretation from Sensor Data
Marian Renz, Martin Günther, Felix Igelbrink, Oscar Lima, Martin Atzmueller, 2026
 doi.org/10.1007/s13218-026-00901-7

Kriging prior regression: A case for kriging-based spatial features with TabPFN in soil mapping
Jonas Schmidinger, Viacheslav Barkov, Sebastian Vogel, Martin Atzmueller, Gerard B.M. Heuvelink, 2026
  doi.org/10.1016/j.compag.2025.111352

Auf dem Weg zu einer KI-gestützten Gewässer- und Wasseransammlungsdetektion zur adaptiven Steuerung von Pflanzenschutz- und Düngerapplikation auf Landmaschinen
Christoph Tieben, Robert Rettig, Benjamin Kisliuk, Andrej Lejman, Christoph Manss, Kai von Szadkowski, Martin Atzmueller, 46. GIL-Jahrestagung, Datenräume in der Land-, Forst- und Ernährungswirtschaft
pp. 446--451, 2026.

Towards Reconfigurability of Plan-Based Controllers Through Metacognition
Alessandro Umbrico, Sebastian Stock, Martin Atzmueller, Amedeo Cesta, Elisa Foderaro, Joachim Hertzberg, Oscar Lima, Juan Carlos Saborío, Marc Vinci, Nicola Pedrocchi, Andrea Orlandini, 2026
  doi.org/10.1007/978-981-95-2382-5_42

Improving transparency in machine learning for agriculture: a case study on mushroom classification using CNN and Grad-CAM
Xiao, Alina Griesel, Wei, Martin Atzmueller, 46. GIL-Jahrestagung, Datenräume in der Land-, Forst- und Ernährungswirtschaft pp. 176-187, 2026.

2025

 ProtoMask: Segmentation-Guided Prototype Learning. Steffen Meinert, Philipp Schlinge, Nils Strodthoff, Martin Atzmueller, 2025. 
 https://doi.org/10.48550/arXiv.2510.00683

 Comprehensive Evaluation of Prototype Neural Networks. Philipp Schlinge, Steffen Meinert, Martin Atzmueller. KI - Künstliche Intelligenz (2025)

 Evaluating Higher-Level and Symbolic Features in Deep Learning on Time Series: Towards Simpler Explainability. Schwenke, L., Stückemann, T., Atzmueller, M. In: Rojas, I., Joya, G., Catala, A. (eds) Advances in Computational Intelligence. IWANN 2025. Lecture Notes in Computer Science, vol 16008, S. 345-357. Springer, Cham.
doi.org/10.1007/978-3-032-02725-2_27

2025

 Two subspace methods for frequency sparse graph signals.
T. Emmrich, M. Juhnke, and S. Kunis, Applied and Computational Harmonic Analysis 74 (2025).
 https://doi.org/10.1016/j.acha.2024.101711

 Truncated multidimensional moment problem and Schur algorithm. I. Kovalyov, S. Kunis, Numer Algor (2025).
doi.org/10.1007/s11075-025-02263-x 

 Sparse graph signals - uncertainty principles and recovery. Tarek Emmrich, Martina Juhnke, Stefan Kunis. GAMM-Mitt. 48.2 (2025)
doi.org/10.1002/gamm.70002

2025

 Multi-modal vision transformer for high resolution soil texture prediction of German agricultural soils using remote sensing imagery. 
Wittstruck, L., Waske, B., Jarmer, T., 2025, Remote Sensing of Environment, 331: 114985.

 Comparative analysis of UAV-based LiDAR and photogrammetric systems for the detection of terrain anomalies in a historical conflict landscape
Storch, M., Kisliuk, B., Jarmer, T., Waske, de Lange, N., 2025, Science of Remote Sensing, 11, 100191.

 Enhancing Convolutional Block Attention with Self-Attention on Agricultural Image Classification. Arnab Ghosh Chowdhury, Amos Smith, Martin Atzmueller, 2025 IEEE 37th International Conference on Tools with Artificial Intelligence (ICTAI).

 BLENDgänger: Generating Synthetic MBES Data for Underwater UXO Perception Tasks. Amos Smith, Nael Jaber†, Leif Christensen, Martin Atzmueller. In OCEANS 2025 - Great Lakes, S. 1-9. 
DOI:10.23919/OCEANS59106.2025.11245155

2026

 Unlocking AI Potential in SMEs: Applications, Benefits, and Preliminary Considerations for Implementation. Oldemeyer, L.; Jede, A.; Teuteberg, F.:, J Knowl Econ (2026).

 Vision-based Artificial Intelligence Technologies for Epilepsy Monitoring: Scoping Review and Taxonomy Development Study
Irnich, M.; Hammer, J.; Flok, A.; Teuteberg, F., in: Journal of Medical Internet Research (JMIR), 2026. DOI: 10.2196/83895

2025

 Too Expensive or Worthwhile? Approaches to AI Assessment in SMEs
Oldemeyer, L.; Jede, A.; and Teuteberg, F., in: PACIS 2025 Proceedings. 2.

 Navigating the Complexity of Evaluating Artificial Intelligence in Healthcare
Hammer, J.; Flok, A.; Herberg, S.; Teuteberg, F., in: Proc. of the Thirty-Third European Conference on Information Systems (ECIS 2025), Amman, Jordan, 2025 

 Unfolding the Potential of Generative Artificial Intelligence – Design Principles for Chatbots in Academic Teaching and Research
Bonnet, S.; Teuteberg, F., in: International Journal of Knowledge Management (IJKM), 2025. DOI: 10.4018/IJKM.368223

 Understanding Digital Nudging for Overcoming Inertia related to Sustainable Investment Decisions: An Experimental Study
Hettler, F.; Schumacher. J.-P.; Hammer J.; Teuteberg, F., in: Journal of the Knowledge Economy, 2025.

 What drives individuals’ trusting intention in digital platforms? An exploratory meta-analysis
Oesterreich, T. D.; Anton, E.; Hettler, F.; Teuteberg, F., in: Management Review Quarterly, 2025.

 Empirical Insights on Big Data Analytics and Financial Performance: A Technology-Organization-Environment Perspective
Hettler, F.; Hüßing, J.; Oesterreich, T. D.; Teuteberg, F., in: Pacific Asia Journal of the Association for Information Systems (PAJAIS), 2025.

 Exploring Global FinTech Markets: Economic Patterns, Risk Perspectives and Strategic Partnerships
Jede, A.; Teuteberg, F., in: Electronic Commerce Research (ELEC), 2025.

 Advanced Analytics in Real-Time Operational Dashboards in Smart Manufacturing: Effects on Users’ Cognitive Load and Task Load
Stahmann, P., Rodda, A., Nebel, M., van der Staay, A., Janiesch, C., & Teuteberg, F. 
Journal of Decision Systems, 34(1).
doi.org/10.1080/12460125.2025.2593245

 Learning from the past to advance the future: synthesizing the meta-analysis landscape in information systems research
Oesterreich, T. D.; Anton, E.; Schuir, J.; Teuteberg, F.; Al-Busaidi, A. S.; Dwivedi, Y. K., 
Information Systems Frontiers: A Journal of Research and Innovation, 2025,
doi.org/10.1007/s10796-025-10598-y

 Textuelle Analysen und Nachhaltigkeitsscores: Eine Machbarkeitsstudie
Valerii Amosov,  Valeriya Dinger,  Peter Grundke, Julian Hüßing,  Julian Meyer.
ZBB 2025, 136.

2026

 Testing the normality assumption in an ordered probit model using an artificial (PDF, 1,34 MB)
 regression – some results for the LM-test (PDF, 1,34 MB)
Joachim Wilde, Sarah Forstinger, Working Paper No. 127, March 2026

2025

 Limit theorems for the number of crossings and stress in projections of a random geometric graph.      
Hanna Döring, Lianne de Jonge, Journal of Applied Probability. Published online 2025:1-24. doi:10.1017/jpr.2025.10030

 Excess Mortality in Austria during the COVID-19 Pandemic.
M. Reitzner, Austrian Journal of Statistics 54, S. 36-58, 2025.
 https://doi.org/10.17713/ajs.v54i4.2032

 Mortality Trends Among Early Adults in Germany, 2011 to 2023.  Christof Kuhbandner,  Matthias Reitzner. JAMA Network Open. 2025.
doi:10.1001/jamanetworkopen.2025.37349

 Regional patterns of excess mortality in Germany during the COVID-19 pandemic: a state-level analysis. Christof Kuhbandner, Matthias Reitzner. R Soc Open Sci. (2025) 12 (11): 250790.
 https://doi.org/10.1098/rsos.250790

2026

Mary-Rose McGuire, "Das Modellgesetz für Geistiges Eigentum als Modell für das Datenrecht", GRUR 2026, 4.

2025

Mary-Rose McGuire, "Der Lizenzvertrag als Motor des europäischen und deutschen Privatrechts? Das neue Europäische Patent mit einheitlicher Wirkung und die Digitale-Inhalte-RL als Anstoß für die Entwicklung eines eigenständigen Vertragstypus", ZEuP 2025, 728.