Roman Rosipal

Kernel partial least squares regression in reproducing kernel hilbert space

Roman Rosipal, Leonard J. Trejo · Journal of Machine Learning Research · 2002 · 884 citations

Engineering, Machine Learning, Kernel Pls +16

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

Neural Recoding, Motor Control, Electroencephalography +23

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 · 233 citations

Image Analysis, Machine Learning, Data Science +8

EEG-Based Estimation and Classification of Mental Fatigue

Leonard J. Trejo, Karla A. Kubitz, Roman Rosipal et al. · Psychology · 2015 · 225 citations · Full text

Mental Fatigue, Sleep Disorders, Neuropsychology +19

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

Data Classification, Support Vector Machine, Engineering +13