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Publications by Klaus-Robert Müller

Unmasking Clever Hans Predictors and Assessing What Machines Really Learn

Nature Communications
AstronomyGeneticsMolecular BiologyBiochemistryChemistryPhysics
2019English

Bypassing the Kohn-Sham Equations With Machine Learning

Nature Communications
AstronomyGeneticsMolecular BiologyBiochemistryChemistryPhysics
2017English

The Need for Novel Informatics Tools for Integrating and Planning Research in Molecular and Cellular Cognition: Figure 1.

Learning and Memory
Molecular NeurosciencePhysiological PsychologyNeuropsychologyCellularCognitive Neuroscience
2015English

Using Transfer Learning From Prior Reference Knowledge to Improve the Clustering of Single-Cell RNA-Seq Data

Scientific Reports
Multidisciplinary
2019English

Orbital-Free Bond Breaking via Machine Learning

Journal of Chemical Physics
MedicineTheoretical ChemistryAstronomyPhysicsPhysical
2013English

A Large Scale Screening Study With a SMR-based BCI: Categorization of BCI Users and Differences in Their SMR Activity

PLoS ONE
Multidisciplinary
2019English

SVM2Motif—Reconstructing Overlapping DNA Sequence Motifs by Mimicking an SVM Predictor

PLoS ONE
Multidisciplinary
2015English

N-Ary Decomposition for Multi-Class Classification

Machine Learning
Artificial IntelligenceSoftware
2019English

Deep Transfer Learning for Whole-Brain FMRI Analyses

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2019English

Measuring Phase Synchronization of Superimposed Signals

Physical Review Letters
AstronomyPhysics
2005English

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