A spectral dimension reduction technique that improves pattern detection in multivariate spatial data.

David Köhler

David Köhler Niklas Kleinenkuhnen Kiarash Rastegar Till Baar Chrysa Nikopoulou Vangelis Kondylis Vlada Milchevskaya Matthias Schmid Peter Tessarz Achim Tresch A spectral dimension reduction technique that improves pattern detection in multivariate spatial data. 2026 42 Bioinform. 2 https://doi.org/10.1093/bioinformatics/btag052 db/journals/bioinformatics/bioinformatics42.html#KohlerKRBNKMSTT26 streams/journals/bioinformatics

David Köhler David Rügamer Matthias Schmid Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects. 2024 abs/2407.18650 CoRR https://doi.org/10.48550/arXiv.2407.18650 db/journals/corr/corr2407.html#abs-2407-18650 streams/journals/corr

Till Baar Niklas Kleinenkuhnen Vangelis Kondylis Vlada Milchevskaya Chrysa Nikopoulou Kiarash Rastegar David Rügamer Matthias Schmid Peter Tessarz Achim Tresch