Roman Rosipal

According to our database, Roman Rosipal authored at least 18 papers between 1998 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SPECTER - The Signal sPECtrum Tensor decomposition and Eye blink Removal algorithm.

Zuzana Rostáková, Roman Rosipal, Leonard J. Trejo

Biomed. Signal Process. Control., 2025

2024

On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface.

Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno

Proceedings of the 2024 ACM International Symposium on Wearable Computers, 2024

2022

Determination of the number of components in the PARAFAC model with a nonnegative tensor structure: a simulated EEG data study.

Zuzana Rostáková, Roman Rosipal

Neural Comput. Appl., 2022

2020

Tucker Tensor Decomposition of Multi-session EEG Data.

Zuzana Rostáková, Roman Rosipal, Saman Seifpour

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019

Profiling continuous sleep representations for better understanding of the dynamic character of normal sleep.

Zuzana Rostáková, Roman Rosipal

Artif. Intell. Medicine, 2019

2018

Assessment and training of visuospatial cognitive functions in virtual reality: proposal and perspective.

Stefan Korecko, Marián Hudák, Branislav Sobota, Martin Marko, Barbora Cimrová, Igor Farkas, Roman Rosipal

Proceedings of the 9th IEEE International Conference on Cognitive Infocommunications, 2018

2017

Estimation of Sleep Quality by Using Microstructure Profiles.

Zuzana Rost'áková, Georg Dorffner, Önder Aydemir, Roman Rosipal

Proceedings of the Artificial Intelligence in Medicine, 2017

2012

Extracting more information from EEG recordings for a better description of sleep.

Achim Lewandowski, Roman Rosipal, Georg Dorffner

Comput. Methods Programs Biomed., 2012

2007

EEG-Based Estimation of Mental Fatigue: Convergent Evidence for a Three-State Model.

Leonard J. Trejo, Kevin H. Knuth, Raquel Prado, Roman Rosipal, Karla Kubitz, Rebekah Kochavi, Bryan Matthews, Yuzheng Zhang

Proceedings of the Foundations of Augmented Cognition, 2007

EEG-Based Drivers' Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model.

Roman Rosipal, Björn Peters, Göran Kecklund, Torbjörn Åkerstedt, Georg Gruber, Michael Woertz, Peter Anderer, Georg Dorffner

Proceedings of the Foundations of Augmented Cognition, 2007

2005

Overview and Recent Advances in Partial Least Squares.

Roman Rosipal, Nicole Krämer

Proceedings of the Subspace, 2005

2003

Kernel PLS-SVC for Linear and Nonlinear Classification.

Roman Rosipal, Leonard J. Trejo, Bryan Matthews

Proceedings of the Machine Learning, 2003

2001

An Expectation-Maximization Approach to Nonlinear Component Analysis.

Roman Rosipal, Mark A. Girolami

Neural Comput., 2001

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

Roman Rosipal, Mark A. Girolami, Leonard J. Trejo, Andrzej Cichocki

Neural Comput. Appl., 2001

Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space.

Roman Rosipal, Leonard J. Trejo

J. Mach. Learn. Res., 2001

2000

Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection Performance.

Roman Rosipal, Mark A. Girolami, Leonard J. Trejo

Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

Extraction of Sleep-Spindles from the Electroencephalogram (EEG).

Allan Kardec Barros, Roman Rosipal, Mark A. Girolami, Georg Dorffner, Noboru Ohnishi

Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

1998

Prediction of Chaotic Time-Series with a Resource-Allocating RBF Network.

Roman Rosipal, Milos Koska, Igor Farkas

Neural Process. Lett., 1998