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K

Klaus‐Robert Müller

Korea University

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Publications

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Citations

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Impact (2-yr)

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Top Publications

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Neural Computation19988,015 citations

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

PLoS ONE20154,470 citationsCorresponding

Explaining nonlinear classification decisions with deep Taylor decomposition

Pattern Recognition20161,373 citationsCorresponding

Machine learning of accurate energy-conserving molecular force fields

Science Advances20171,192 citationsCorresponding

Review of the BCI Competition IV

Frontiers in Neuroscience20121,168 citations

Machine Learning Predictions of Molecular Properties: Accurate Many-Body Potentials and Nonlocality in Chemical Space

The Journal of Physical Chemistry Letters2015838 citations

Assessment and Validation of Machine Learning Methods for Predicting Molecular Atomization Energies

Journal of Chemical Theory and Computation2013634 citations

The connection between regularization operators and support vector kernels

Neural Networks1998622 citations

The Berlin Brain–Computer Interface: Non-Medical Uses of BCI Technology

Frontiers in Neuroscience2010351 citations