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Publications

Displaying results 2021 to 2030 of 13815.

  1. Xiao Wei; Alina Griesel; Martin Atzmueller

    Improving transparency in machine learning for agriculture: a case study on mushroom classification using CNN and Grad-CAM

    In: J. Dörr et al. (Hrsg.). 46. GIL-Jahrestagung, Datenräume in Der Land-, Forst- Und Ernährungswirtschaft: Chancen Für Die Zukunft Und Aktuelle Herausforderungen. Jahrestagung der Gesellschaft für Informatik in der Land-, Forst- und Ernährungswirtschaft (GIL), Bonn, Pages 176-187, Gesellschaft für Informatik e.V. 2026.

  2. David Massanés; Martin Atzmueller

    Time Series Feature Extraction and Crop Type Classification on Spatiotemporal Soil Sensor Network Data

    In: J. Dörr et al.. 46. GIL-jahrestagung, Datenräume in Der Land-, Forst- Und Ernährungswirtschaft: Chancen Für Die Zukunft Und Aktuelle Herausforderungen. Pages 104-115, Gesellschaft für Informatik e.V. Bonn, 2026.

  3. Shuyuan Yang; Grant Boone; Timo Markert; Sebastian Matich; Andreas Theissler; Martin Atzmueller; Zonghe Chua

    Shaft-integrated Force Sensing with Transformer-based Dynamics Compensation for Telesurgery

    In: IEEE Transactions on Medical Robotics and Bionics, Pages 1-1, IEEE, 2026.

  4. Martin Atzmueller; David Massanes; Xiao Wei

    Perspectives on Making Sense of Complex Data: Towards Integrative Human-Aware Evaluation

    In: International Work-Conference on the Interplay Between Natural and Artificial Computation. International Conference on the Interplay between Natural and Artificial Computation (IWINAC), Pages 141-151, Springer, 2026.

  5. Dan Hudson; Jurgen van den Hoogen; Martin Atzmueller

    Finding One's Bearings in the Hyperparameter Landscape of a Wide-Kernel Convolutional Fault Detector

    In: IEEE Access (IEEE), Vol. 14, Pages 39094-39119, IEEE, 2026.

  6. Viacheslav Barkov; Jonas Schmidinger; Robin Gebbers; Martin Atzmueller

    Modern Neural Networks for Small Tabular Datasets: The New Default for Field-Scale Digital Soil Mapping?

    In: European Journal of Soil Science (EJSS), Vol. 77, No. 2, Pages 1-14, Wiley, 2026.

  7. Alessandro Rizzo; Nicolò Parmiggiani; Andrea Bulgarelli; Antonio Macaluso; Carlo Burigana; Eric Burns; Luca Cappelli; Vincenzo Fabrizio Cardone; Farida Farsian; Savitri Gallego; Giuseppe Murante; Giuseppe Sarracino; Roberto Scaramella; Francesco Schillirò; Vincenzo Testa; Tiziana Trombetti; Dieter H Hartmann; Carolyn A Kierans; Eliza Neights; John A Tomsick; Andreas Zoglauer

    Comparing Classical and Quantum Deep Learning Techniques for Anomaly Detection of Short-Duration Gamma-Ray Signals

    In: Astronomy and Computing, Vol. 56, No. 101090, Pages 1-23, Elsevier, 1/2026.

  8. Oriol Pareras; Gerard I. Gállego; Federico Costa; Cristina España-Bonet; Javier Hernando

    Revisiting Direct Speech-to-Text Translation with Speech LLMs: Better Scaling than CoT Prompting?

    In: ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). International Conference on Acoustics, Speech and Signal Processing (ICASSP-2026), Barcelona, Spain, Pages 18407-18411, ISCA, 2026.

  9. Doreen Osmelak; Koel Dutta Chowdhury; Uliana Sentsova; Cristina España-Bonet; Josef van Genabith

    PETra: A Multilingual Corpus of Pragmatic Explicitation in Translation

    In: Stelios Piperidis; Núria Bel; Henk van den Heuvel; Nancy Ide; Simon Krek; Antonio Toral (Hrsg.). Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026). International Conference on Language Resources and Evaluation (LREC-2026), Palma, Mallorca, Spain, Pages 8756-8766, European Language Resources Association (ELRA), 2026.

  10. Xenia Klinge; Fatih Yilmaz; Luca Ceselli; Furkan Akar; Iryna Strusevych; Adrian Norén; Kate Francis

    D4.2 – Report on the state of the art in Digital Democracy Technology

    Projekt-Deliverable, 2026.

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