| 2007 |
|---|
| 8 | EE | Leonard J. Trejo,
Kevin Knuth,
Raquel Prado,
Roman Rosipal,
Karla Kubitz,
Rebekah Kochavi,
Bryan Matthews,
Yuzheng Zhang:
EEG-Based Estimation of Mental Fatigue: Convergent Evidence for a Three-State Model.
HCI (16) 2007: 201-211 |
| 7 | EE | Roman Rosipal,
Björn Peters,
Göran Kecklund,
Torbjörn Åkerstedt,
Georg Gruber,
Michael Woertz,
Peter Anderer,
Georg Dorffner:
EEG-Based Drivers' Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model.
HCI (16) 2007: 294-303 |
| 2005 |
|---|
| 6 | EE | Roman Rosipal,
Nicole Krämer:
Overview and Recent Advances in Partial Least Squares.
SLSFS 2005: 34-51 |
| 2003 |
|---|
| 5 | | Roman Rosipal,
Leonard J. Trejo,
Bryan Matthews:
Kernel PLS-SVC for Linear and Nonlinear Classification.
ICML 2003: 640-647 |
| 2001 |
|---|
| 4 | EE | Roman Rosipal,
Leonard J. Trejo:
Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space.
Journal of Machine Learning Research 2: 97-123 (2001) |
| 3 | | Roman Rosipal,
Mark Girolami:
An Expectation-Maximization Approach to Nonlinear Component Analysis.
Neural Computation 13(3): 505-510 (2001) |
| 2 | EE | Roman Rosipal,
Mark Girolami,
Leonard J. Trejo,
Andrzej Cichocki:
Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression.
Neural Computing and Applications 10(3): 231-243 (2001) |
| 1998 |
|---|
| 1 | | Roman Rosipal,
Milos Koska,
Igor Farkas:
Prediction of Chaotic Time-Series with a Resource-Allocating RBF Network.
Neural Processing Letters 7(3): 185-197 (1998) |
