Roman Rosipal

21 papers A* 1B 2Misc 1Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2025 B conf
Assessment of Mental Fatigue in Healthy Participants During Extended BCI-HMD Sessions.
SMC
N. Evetovic, Roman Rosipal, A. Polyanskaya, Zuzana Rost'áková, Leonard J. Trejo
2025 J jnl
L-NeRVEn virtual environment for neurorehabilitation: architecture, functionality, and evaluation.
Open Comput. Sci.
Stefan Korecko, Jaroslav Mathes, Branislav Sobota, Damián Chmura, Roman Rosipal, Martin Vankó
2025 J jnl
SPECTER - The Signal sPECtrum Tensor decomposition and Eye blink Removal algorithm.
Biomed. Signal Process. Control.
Zuzana Rostáková, Roman Rosipal, Leonard J. Trejo
2024 Misc conf
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface.
ISWC
Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno
2024 J jnl
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface.
CoRR
Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno
2022 J jnl
Determination of the number of components in the PARAFAC model with a nonnegative tensor structure: a simulated EEG data study.
Neural Comput. Appl.
Zuzana Rostáková, Roman Rosipal
2020 — conf
Tucker Tensor Decomposition of Multi-session EEG Data.
ICANN (1)
Zuzana Rostáková, Roman Rosipal, Saman Seifpour
2019 J jnl
Profiling continuous sleep representations for better understanding of the dynamic character of normal sleep.
Artif. Intell. Medicine
Zuzana Rostáková, Roman Rosipal
2018 — conf
Assessment and training of visuospatial cognitive functions in virtual reality: proposal and perspective.
CogInfoCom
Stefan Korecko, Marián Hudák, Branislav Sobota, Martin Marko, Barbora Cimrová, Igor Farkas, Roman Rosipal
2017 B conf
Estimation of Sleep Quality by Using Microstructure Profiles.
AIME
Zuzana Rost'áková, Georg Dorffner, Önder Aydemir, Roman Rosipal
2012 J jnl
Extracting more information from EEG recordings for a better description of sleep.
Comput. Methods Programs Biomed.
Achim Lewandowski, Roman Rosipal, Georg Dorffner
2007 — conf
EEG-Based Drivers' Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model.
HCI (16)
Roman Rosipal, Björn Peters, Göran Kecklund, Torbjörn Åkerstedt, Georg Gruber, Michael Woertz, Peter Anderer, Georg Dorffner
2007 — conf
EEG-Based Estimation of Mental Fatigue: Convergent Evidence for a Three-State Model.
HCI (16)
Leonard J. Trejo, Kevin H. Knuth, Raquel Prado, Roman Rosipal, Karla Kubitz, Rebekah Kochavi, Bryan Matthews, Yuzheng Zhang
2005 — conf
Overview and Recent Advances in Partial Least Squares.
SLSFS
Roman Rosipal, Nicole Krämer
2003 A* conf
Kernel PLS-SVC for Linear and Nonlinear Classification.
ICML
Roman Rosipal, Leonard J. Trejo, Bryan Matthews
2001 J jnl
An Expectation-Maximization Approach to Nonlinear Component Analysis.
Neural Comput.
Roman Rosipal, Mark A. Girolami
2001 J jnl
Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression.
Neural Comput. Appl.
Roman Rosipal, Mark A. Girolami, Leonard J. Trejo, Andrzej Cichocki
2001 J jnl
Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space.
J. Mach. Learn. Res.
Roman Rosipal, Leonard J. Trejo
2000 — conf
Extraction of Sleep-Spindles from the Electroencephalogram (EEG).
ANNIMAB
Allan Kardec Barros, Roman Rosipal, Mark A. Girolami, Georg Dorffner, Noboru Ohnishi
2000 — conf
Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection Performance.
ANNIMAB
Roman Rosipal, Mark A. Girolami, Leonard J. Trejo
1998 J jnl
Prediction of Chaotic Time-Series with a Resource-Allocating RBF Network.
Neural Process. Lett.
Roman Rosipal, Milos Koska, Igor Farkas