Roman Rosipal

Kernel partial least squares regression in reproducing kernel hilbert space

Roman Rosipal, Leonard J. Trejo · 2002 · 884 citations

Computing, Biostatistics, Computer Science +17

Brain-computer interfaces for 1-D and 2-D cursor control: designs using volitional control of the EEG spectrum or steady-state visual evoked potentials

Leonard J. Trejo, Roman Rosipal, Bryan Matthews · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2006 · 269 citations · Full text

Engineering, Neuroscience, Electrophysiology +16

EEG-Based Estimation and Classification of Mental Fatigue

Leonard J. Trejo, Karla A. Kubitz, Roman Rosipal et al. · Psychology · 2015 · 235 citations · Full text

Social Sciences, Neuroscience, Psychology +17

Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression

Roman Rosipal, Mark Girolami, Leonard J. Trejo et al. · Neural Computing and Applications · 2001 · 234 citations

Computing, Computer Science, Feature Engineering +12

Kernel Partial Least Squares for Nonlinear Regression and Discrimination

Roman Rosipal, Daniel Clancy · NASA STI Repository (National Aeronautics and Space Administration) · 2002 · 98 citations · Full text

Computing, Computer Science, Data Science +16