Data Science and its Applications

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1. Mohamed Karim Belaid; Maximilian Rabus; Eyke Hüllermeier

   Uncertainty Quantification in Pairwise Difference Learning for Classification

   In: Machine Learning, Vol. 115, No. 1, Pages 12-12, Springer, 2026.

2. Jan Tauberschmidt; Sophie Fellenz; Sebastian Vollmer; Andrew B. Duncan

   Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems

   In: The Fourteenth International Conference on Learning Representations. International Conference on Learning Representations (ICLR), located at ICLR-2026, April 23-27, Rio de Janeiro, Brazil, ICLR, 2026.

3. Sumantrak Mukherjee; Mouad Elhamdi; George Mohler; David Antony Selby; Yao Xie; Sebastian Vollmer; Gerrit Großmann

   Neural Spatiotemporal Point Processes: Trends and Challenges

   In: Transactions on Machine Learning Research (TMLR), Vol. NA, Pages 1-27, JMLR, 11/2025.

4. Gerrit Großmann; Larisa Ivanova; Sai Leela Poduru; Mohaddeseh Tabrizian; Islam Mesabah; David Antony Selby; Sebastian Vollmer

   The Power of Stories: Narrative Priming in Multi-Agent Networked Public Goods Games

   In: Proceedings of the 12th INternational Conference of Networks, Games, Control and Optimization. International Conference of Networks, Games, Control and Optimization (NETGCOOP-2025), October 8-10, Bilbao, Spain, Lecture Notes in Computer Science (LNCS), Springer, 10/2025.

5. Mark Lunt; David Antony Selby; William Dixon

   Describing variability of intensively collected longitudinal ordinal data with latent spline models

   In: Scientific Reports (Sci Rep), Vol. 15, Pages 34151-34151, Springer Nature, 10/2025.

6. Peter Neigel; David Antony Selby; Shota Arai; Benjamin Tag; Niels van Berkel; Sebastian Vollmer; Andrew Vargo; Koichi Kise

   Exploring the Alignment of Perceived and Measured Sleep Quality with Working Memory Using Consumer Wearables

   In: Proceedings of the Augmented Humans International Conference 2025. Augmented Humans International Conference (AHs-2025), March 16-20, Abu Dhabi, United Arab Emirates, Pages 381-398, AHs '25, ISBN 9798400715662, Association for Computing Machinery, New York, USA, 10/2025.

7. Thomas Mortier; Cas Decancq; Yusuf Sale; Alireza Javanmardi; Willem Waegeman; Eyke Hüllermeier; Diego G. Miralles

   Valid Prediction Intervals for Weather Forecasting with Conformal Prediction

   In: EGU General Assembly 2025. EGU General Assembly (EGU-2025), April 27 - May 2, Vienna, Austria, Pages 17783-17783, Copernicus GmbH, Göttingen, Germany, 4/2025.

8. David Antony Selby; Maximilian Sprang; Jan Ewald; Sebastian Vollmer

   Beyond the black box with biologically informed neural networks

   In: Linda Koch (Hrsg.). Nature Reviews Genetics (Nat Rev Genet), Vol. NA, Pages NA-NA, Springer Nature, 3/2025.

9. David Antony Selby; Yuichiro Iwashita; Kai Spriestersbach; Mohammad Saad; Dennis Bappert; Archana Warrier; Sumantrak Mukherjee; Koichi Kise; Sebastian Vollmer

   Had enough of experts? Quantitative knowledge retrieval from large language models

   In: Weijie Su; Linjun Zhang; David Banks (Hrsg.). The ISI's Journal for the Rapid Dissemination of Statistics Research (Stat), Vol. 14, Pages e70054-n.n. Wiley, 3/2025.

10. Harrison Wilde; Christopher Tomlinson; Bilal A Mateen; David Antony Selby; Hari Krishnan Kanthimathinathan; Spiros Denaxas; Seth Flaxman; Sebastian Vollmer; Christina Pagel; Katherine Brown; CVD-COVID-UK/COVID-IMPACT Consortium

    Trends in pediatric hospital admissions caused or contributed by SARS-CoV-2 infection in England

    In: The Journal of Pediatrics, Vol. 276, No. 114370, Pages 1-1, Elsevier BV, 1/2025.

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