Prediction of Chaotic Time-Series with a Resource-Allocating RBF Network. - Roman Rosipal; Milos Koska; Igor Farkas (Neural Process. Lett., 1998)

Extraction of Sleep-Spindles from the Electroencephalogram (EEG). - Allan Kardec Barros; Roman Rosipal; Mark A. Girolami; Georg Dorffner; Noboru Ohnishi (ANNIMAB, 2000)

Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection Performance. - Roman Rosipal; Mark A. Girolami; Leonard J. Trejo (ANNIMAB, 2000)

Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space. - Roman Rosipal; Leonard J. Trejo (J. Mach. Learn. Res., 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)

An Expectation-Maximization Approach to Nonlinear Component Analysis. - Roman Rosipal; Mark A. Girolami (Neural Comput., 2001)

Kernel PLS-SVC for Linear and Nonlinear Classification. - Roman Rosipal; Leonard J. Trejo; Bryan Matthews (ICML, 2003)

Overview and Recent Advances in Partial Least Squares. - Roman Rosipal; Nicole Krämer 002 (SLSFS, 2005)

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 (HCI (16), 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 (HCI (16), 2007)

Extracting more information from EEG recordings for a better description of sleep. - Achim Lewandowski; Roman Rosipal; Georg Dorffner (Comput. Methods Programs Biomed., 2012)

Estimation of Sleep Quality by Using Microstructure Profiles. - Zuzana Rost'áková; Georg Dorffner; Önder Aydemir; Roman Rosipal (AIME, 2017)

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 (CogInfoCom, 2018)

Profiling continuous sleep representations for better understanding of the dynamic character of normal sleep. - Zuzana Rostáková; Roman Rosipal (Artif. Intell. Medicine, 2019)

Tucker Tensor Decomposition of Multi-session EEG Data. - Zuzana Rostáková; Roman Rosipal; Saman Seifpour (ICANN (1), 2020)

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)

On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface. - Sizhen Bian; Pixi Kang; Julian Moosmann; Mengxi Liu 004; Pietro Bonazzi; Roman Rosipal; Michele Magno (ISWC, 2024)

SPECTER - The Signal sPECtrum Tensor decomposition and Eye blink Removal algorithm. - Zuzana Rostáková; Roman Rosipal; Leonard J. Trejo (Biomed. Signal Process. Control., 2025)