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Reference : Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space. Author : Roman Rosipal , Leonard J. Trejo ... › spider › help_kpls
Advances in Neural Information Processing Systems 19: Proceedings of...
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learning theory (COLT), [7] Roman Rosipal and Leonard J. Trejo. Kernel
partial least squares regression in reproducing kernel hilbert space. Journal of
Machine Learning Research, 2:97–123, [8] Roman Rosipal, Leonard J.
Trejo, ...
Principles and Theory for Data Mining and Machine Learning - Bertrand...
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R. and N. Kramer (2006). Overview and Recent Advances in Partial Least
Squares. http://www.ofai.at/ ̃roman.rosipal/Papers/pls\ _book06.pdf. Rosipal, R.
and L. Trejo (2001). Kernel partial least squares regression in reproducing kernel
hilbert ...
BRAIN-COMPUTER INTERFACES FOR 1-D AND 2-D ...
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by LJ Trejo · · Cited by 346 — Roman Rosipal, Austrian Research Institute for Artificial Intelligence, Vienna, Austria. We have developed and tested two EEG-based brain-computer ... › api › citations › downloads
regression de-noising with Roman Rosipal')2
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Locally based kernel PLS regression de-noising with application to event-related potentials Roman Rosipal')2 Leonard J. Trejo' Kevin Wheeler' 'NASA Ames Research Center
CiteSeerX — Kernel partial least squares regression in reproducing...
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BibTeX @ARTICLE{Rosipal01kernelpartial, author = {Roman Rosipal and Paisley Pa Be and Leonard J. Trejo and Nello Cristianini and John Shawe-taylor and Bob Williamson
Measures and models for predicting cognitive fatigue | (2005) | Trejo...
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Leslie D. Montgomery, NASA Ames Research Ctr. (United States) Roman Rosipal, NASA Ames Research Ctr. (United States) Bryan Matthews, NASA Ames Research …
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Comparison of steady-state visual and somatosensory evoked ...
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Leonard J Trejo, Roman Rosipal, Bryan Matthews IEEE Transactions on Neural Systems and Rehabilitation Engineering 2006, 14 (2): › read › comparison-of-steady-stat...
Kernel PLS-SVC for Linear and Nonlinear Classification
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by R Rosipal · Cited by 145 — Roman Rosipal, Leonard J. Trejo, and Bryan Matthews. A new method for classifiation is proposed. This is based on kernel orthonormalized partial least ... › Library › ICML › icml
Kernel Partial Least Squares Regression in Reproducing
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by R Rosipal · · Cited by — Roman Rosipal, Leonard J. Trejo; 2(Dec): , Abstract. A family of regularized least squares regression models in a Reproducing Kernel Hilbert Space is ... › papers
Measures and models for predicting cognitive fatigue
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by LJ Trejo · · Cited by 36 — Leonard J. Trejo, Rebekah Kochavi, Karla Kubitz, Leslie D. Montgomery, Roman Rosipal, and Bryan Matthews "Measures and models for predicting cognitive ... › full
TML: Tensor Methods for Machine Learning - ECML/PKDD 2013
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18 Sept — Roman Rosipal, Leonard J Trejo, Eran Zaidel. Atomic Decomposition of EEG for Mapping Cortical Activation. › tensor-methods-for-mac...
com…ng and information systems technical reports
cis.uws.ac.uk
Roman Rosipal, Mark Girolami, and Leonard J. Trejo On Kernel Principal Component Regression with Covariance Inflation Criterion for Model Selection › research › reports › archive
非负塔克分解与平行因子分析在人类脑电节律识别和测量中的 ...
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Zuzana Rošt'áková, Roman Rosipal, Saman Seifpour, Leonardo Jose Trejo. 摘要通过脑电图(EEG) 测量的大脑神经电活动的变化分析在大脑疾病诊断领域起着至关重要的 ... › paper
Poster Design & Printing by Genigraphics ® Leonard J. Trejo, Ph. D....
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Poster Design & Printing by Genigraphics ® Leonard J. Trejo, Ph. D. Roman Rosipal, Ph. D Pacific Development and Technology, LLC Paul L.
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