Roman Rosipal
Roman Rosipal
Senior Researcher at Slovak Academy of Sciences & CTO at Pacific Development and Technology, LLC
Verified email at - Homepage
Cited by
Cited by
Overview and recent advances in partial least squares
R Rosipal, N Krämer
Subspace, Latent Structure and Feature Selection Techniques; Saunders C …, 2005
Kernel partial least squares regression in reproducing kernel hilbert space
R Rosipal, LJ Trejo
Journal of machine learning research 2 (Dec), 97-123, 2001
Brain-Computer Interfaces for 1-D and 2-D Cursor Control: Designs Using Volitional Control of the EEG Spectrum or Steady-State Visual Evoked Potentials
LJ Trejo, R Rosipal, B Matthews
IEEE Transactions on Neural Systems and Rehabilitation Engineering 14 (2 …, 2006
EEG-based estimation and classification of mental fatigue
LJ Trejo, K Kubitz, R Rosipal, RL Kochavi, LD Montgomery
Psychology 6 (05), 572-589, 2015
Kernel PCA for feature extraction and de-noising in nonlinear regression
R Rosipal, M Girolami, LJ Trejo, A Cichocki
Neural Computing & Applications 10, 231-243, 2001
Eigenproblems in pattern recognition
T Bie, N Cristianini, R Rosipal
Handbook of Geometric Computing, 129-167, 2005
Kernel PLS-SVC for linear and nonlinear classification
R Rosipal, LJ Trejo, B Matthews
Proceedings of the Twentieth International Conference on Machine Learning …, 2003
Kernel partial least squares for nonlinear regression and discrimination
R Rosipal
Neural Network World 13 (3), 291-300, 2003
Nonlinear Partial Least Squares: An Overview
R Rosipal
Chemoinformatics and Advanced Machine Learning Perspectives: Complex …, 2011
EEG-based estimation of mental fatigue: Convergent evidence for a three-state model
LJ Trejo, K Knuth, R Prado, R Rosipal, K Kubitz, R Kochavi, B Matthews, ...
Foundations of Augmented Cognition: Third International Conference, FAC 2007 …, 2007
Multimodal neuroelectric interface development
LJ Trejo, KR Wheeler, CC Jorgensen, R Rosipal, ST Clanton, B Matthews, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 11 (2 …, 2003
An expectation-maximization approach to nonlinear component analysis
R Rosipal, M Girolami
Neural Computation 13 (3), 505-510, 2001
In search of objective components for sleep quality indexing in normal sleep
R Rosipal, A Lewandowski, G Dorffner
Biological psychology 94 (1), 210-220, 2013
Measures and models for predicting cognitive fatigue
LJ Trejo, R Kochavi, K Kubitz, LD Montgomery, R Rosipal, B Matthews
Proceedings of SPIE Vol. 5797: Biomonitoring for Physiological and Cognitive …, 2005
Prediction of chaotic time-series with a resource-allocating RBF network
R Rosipal, M Koska, I Farkaš
Neural Processing Letters 7, 185-197, 1998
Kernel principal component regression with EM approach to nonlinear principal components extraction
R Rosipal, LJ Trejo, A Cichocki
Technical Report, University of Paisley, 2000
EEG-based drivers’ drowsiness monitoring using a hierarchical Gaussian mixture model
R Rosipal, B Peters, G Kecklund, T Åkerstedt, G Gruber, M Woertz, ...
Foundations of Augmented Cognition: Third International Conference, FAC 2007 …, 2007
Kernel PCA feature extraction of event-related potentials for human signal detection performance
R Rosipal, M Girolami, LJ Trejo
Artificial Neural Networks in Medicine and Biology: Proceedings of the …, 2000
Assessment and training of visuospatial cognitive functions in virtual reality: proposal and perspective
Š Korecko, M Hudák, B Sobota, M Marko, B Cimrová, I Farkaš, R Rosipal
CogInfoCom: The 9th IEEE International Conference on Cognitive …, 2018
Kernel-based regression and objective nonlinear measures to assess brain functioning
R Rosipal
PhD Thesis, University of Paisley, Scotland, 2001
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