Roman Rosipal - researchr alias

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Viewing Publication 1 - 16 from 16

2022

Determination of the number of components in the PARAFAC model with a nonnegative tensor structure: a simulated EEG data studyZuzana Rostáková, Roman Rosipal. nca, 34(17):14793-14805, 2022. [doi]

2020

Tucker Tensor Decomposition of Multi-session EEG DataZuzana Rostáková, Roman Rosipal, Saman Seifpour. icann 2020: 115-126 [doi]

2019

Profiling continuous sleep representations for better understanding of the dynamic character of normal sleepZuzana Rostáková, Roman Rosipal. artmed, 97:152-167, 2019. [doi]

2018

Assessment and training of visuospatial cognitive functions in virtual reality: proposal and perspectiveStefan Korecko, Marián Hudák, Branislav Sobota, Martin Marko, Barbora Cimrová, Igor Farkas, Roman Rosipal. coginfocom 2018: 39-44 [doi]

2017

Estimation of Sleep Quality by Using Microstructure ProfilesZuzana Rost'áková, Georg Dorffner, Önder Aydemir, Roman Rosipal. aime 2017: 105-115 [doi]

2012

Extracting more information from EEG recordings for a better description of sleepAchim Lewandowski, Roman Rosipal, Georg Dorffner. cmpb, 108(3):961-972, 2012. [doi]

2007

2005

Overview and Recent Advances in Partial Least SquaresRoman Rosipal, Nicole Krämer. slsfs 2006: 34-51 [doi]

2003

Kernel PLS-SVC for Linear and Nonlinear ClassificationRoman Rosipal, Leonard J. Trejo, Bryan Matthews. icml 2003: 640-647

2001

Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert SpaceRoman Rosipal, Leonard J. Trejo. jmlr, 2:97-123, 2001. [doi]

An Expectation-Maximization Approach to Nonlinear Component AnalysisRoman Rosipal, Mark Girolami. neco, 13(3):505-510, 2001.

Kernel PCA for Feature Extraction and De-Noising in Nonlinear RegressionRoman Rosipal, Mark Girolami, Leonard J. Trejo, Andrzej Cichocki. nca, 10(3):231-243, 2001. [doi]

2000

Extraction of Sleep-Spindles from the Electroencephalogram (EEG)Allan Kardec Barros, Roman Rosipal, Mark A. Girolami, Georg Dorffner, Noboru Ohnishi. annimab 2000: 125-130 [doi]

Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection PerformanceRoman Rosipal, Mark A. Girolami, Leonard J. Trejo. annimab 2000: 321-326 [doi]

1998

Prediction of Chaotic Time-Series with a Resource-Allocating RBF NetworkRoman Rosipal, Milos Koska, Igor Farkas. npl, 7(3):185-197, 1998.

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