Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices

Herrmann, Nina; Stenkamp, Jan; Karic, Benjamin; Oehmke, Stefan; Gieseke, Fabian (2026)

In: ICLR (eds.), The Fourteenth International Conference on Learning Representations. OpenReview:12800.

Research article in digital collection (conference) | Preprint | Peer reviewed | accepted / in press (not yet published)

Gated recurrent units for modelling time series of soil temperature and moisture: An assessment of performance and process reflectivity

Baumberger M; Haas B; Tewes W; Risse B; Meyer N; Meyer H (2025)

In: Environmental Modelling and Software, 183, 106245-106245. doi:10.1016/j.envsoft.2024.106245

Research article (journal) | Peer reviewed | Published

Strengthening Data Literacy in K-12 Education: A Scoping Review

Witte, Verena; Schwering, Angela; Frischemeier, Daniel (2025)

In: Education Sciences, 15(1). doi:10.3390/educsci15010025

Review article (journal) | Peer reviewed | Published

Human Gaze Improves Vision Transformers by Token Masking

Kockwelp, Jacqueline; Beckmann, Daniel; Risse, Benjamin (2025)

In: Gaze Meets Computer Vision @ Winter Conference on Applications of Computer Vision (WACV) Workshops , Tucson, Arizona, United States. Computer Vision Foundation open access.

Research article in digital collection (conference) | Peer reviewed | Published

pyAKI—An open source solution to automated acute kidney injury classification

Porschen, Christian and Ernsting, Jan and Brauckmann, Paul and Weiss, Raphael and Würdemann, Till and Booke, Hendrik and Amini, Wida and Maidowski, Ludwig and Risse, Benjamin and Hahn, Tim and von Groote, Thilo (2025)

In: PloS one, 20(1), e0315325.

Research article (journal) | Peer reviewed | Published

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Scaling Down Annotation Needs: The Capacity of Self-Supervised Learning on Diatom Classification Mingkun, Tan; Daniel, Langenkämper; Michael, Kloster; Tim W. , Nattkemper. In: iScience. Research article (journal) \| Peer reviewed \| accepted / in press (not yet published)
Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices Herrmann, Nina; Stenkamp, Jan; Karic, Benjamin; Oehmke, Stefan; Gieseke, Fabian (2026) In: ICLR (eds.), The Fourteenth International Conference on Learning Representations. OpenReview:12800. Research article in digital collection (conference) \| Preprint \| Peer reviewed \| accepted / in press (not yet published)
Interpreting Architectural Drawings: The Role of Gaze and Gestures in Cognitive Offloading Park Y; Krukar J; Brösamle M; Gero J; Hölscher C (2026) In: Applied Cognitive Psychology, 40(1), e70127-e70127. doi:10.1002/acp.70127 Research article (journal) \| Peer reviewed \| Published
Gated recurrent units for modelling time series of soil temperature and moisture: An assessment of performance and process reflectivity Baumberger M; Haas B; Tewes W; Risse B; Meyer N; Meyer H (2025) In: Environmental Modelling and Software, 183, 106245-106245. doi:10.1016/j.envsoft.2024.106245 Research article (journal) \| Peer reviewed \| Published
Estimation of local training data point densities to support the assessment of spatial prediction uncertainty Schumacher F; Knoth C; Ludwig M; Meyer H (2025) In: Geoscientific Model Development, 18, 10185-10202. doi:10.5194/gmd-18-10185-2025 Research article (journal) \| Peer reviewed \| Published
Strengthening Data Literacy in K-12 Education: A Scoping Review Witte, Verena; Schwering, Angela; Frischemeier, Daniel (2025) In: Education Sciences, 15(1). doi:10.3390/educsci15010025 Review article (journal) \| Peer reviewed \| Published
Investigating Imaging, Annotation and Self-Supervision for the Classification of Continuously Developing Cells in Histological Whole Slide Images Thiele, Sebastian; Kockwelp, Jacqueline; Wistuba, Joachim; Kliesch, Sabine; Gromoll, Jörg; Risse, Benjamin (2025) In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Arizona, United States. Computer Vision Foundation open access. Research article in digital collection (conference) \| Peer reviewed \| Published
Human Gaze Improves Vision Transformers by Token Masking Kockwelp, Jacqueline; Beckmann, Daniel; Risse, Benjamin (2025) In: Gaze Meets Computer Vision @ Winter Conference on Applications of Computer Vision (WACV) Workshops , Tucson, Arizona, United States. Computer Vision Foundation open access. Research article in digital collection (conference) \| Peer reviewed \| Published
Building UniGPT: A Customizable On-Premise LLM-Solution for Universities Radas J; Risse B; Vogl R (2025) In: Vogl R; Desnos L; Desnos J; Bolis S; Merakos L; Ferrell G; Tsili E; Roumeliotis M (eds.), Proceedings of EUNIS 2024 annual congress in Athens, 108-116. EPiC Series in Computing: . Research article in edited proceedings (conference) \| Peer reviewed \| Published
pyAKI—An open source solution to automated acute kidney injury classification Porschen, Christian and Ernsting, Jan and Brauckmann, Paul and Weiss, Raphael and Würdemann, Till and Booke, Hendrik and Amini, Wida and Maidowski, Ludwig and Risse, Benjamin and Hahn, Tim and von Groote, Thilo (2025) In: PloS one, 20(1), e0315325. Research article (journal) \| Peer reviewed \| Published