Roman Rosipal

According to our database1, Roman Rosipal authored at least 13 papers between 1998 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Profiling continuous sleep representations for better understanding of the dynamic character of normal sleep.
Artificial Intelligence in Medicine, 2019

2017
Estimation of Sleep Quality by Using Microstructure Profiles.
Proceedings of the Artificial Intelligence in Medicine, 2017

2012
Extracting more information from EEG recordings for a better description of sleep.
Computer Methods and Programs in Biomedicine, 2012

2007
EEG-Based Estimation of Mental Fatigue: Convergent Evidence for a Three-State Model.
Proceedings of the Foundations of Augmented Cognition, 2007

EEG-Based Drivers' Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model.
Proceedings of the Foundations of Augmented Cognition, 2007

2005
Overview and Recent Advances in Partial Least Squares.
Proceedings of the Subspace, 2005

2003
Kernel PLS-SVC for Linear and Nonlinear Classification.
Proceedings of the Machine Learning, 2003

2001
An Expectation-Maximization Approach to Nonlinear Component Analysis.
Neural Computation, 2001

Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression.
Neural Computing and Applications, 2001

Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space.
J. Mach. Learn. Res., 2001

2000
Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection Performance.
Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

Extraction of Sleep-Spindles from the Electroencephalogram (EEG).
Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

1998
Prediction of Chaotic Time-Series with a Resource-Allocating RBF Network.
Neural Processing Letters, 1998


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