About: Comparison of k-Means and Bayes classifiers for Human Body Motions Classification

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper deals with a comparison of k-Means and Bayes classifiers designed for classification of the human body motions classification. The main task of this paper is to compare the performance and the reliability of classifiers. The presented work is a part of research of relations between brain and muscle activity. The sensing of body motions is based on standard DV camcorders system. The procedures have no negative impact to brain activity (the tracking does not affect the measured EEG signals). Presented paper includes the description of observing, discerning and parameterization procedures and the discussion of motion classification. The results of classification accuracy are the part of this paper. This paper deals with a comparison of k-Means and Bayes classifiers designed for classification of the human body motions classification. The main task of this paper is to compare the performance and the reliability of classifiers. The presented work is a part of research of relations between brain and muscle activity. The sensing of body motions is based on standard DV camcorders system. The procedures have no negative impact to brain activity (the tracking does not affect the measured EEG signals). Presented paper includes the description of observing, discerning and parameterization procedures and the discussion of motion classification. The results of classification accuracy are the part of this paper. (en)
Title	Comparison of k-Means and Bayes classifiers for Human Body Motions Classification Comparison of k-Means and Bayes classifiers for Human Body Motions Classification (en)
skos:prefLabel	Comparison of k-Means and Bayes classifiers for Human Body Motions Classification Comparison of k-Means and Bayes classifiers for Human Body Motions Classification (en)
skos:notation	RIV/68407700:21230/09:00159145!RIV10-MSM-21230___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Havlík, Jan Horčík, Zdeněk Uhlíř, Jan
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	307733
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/09:00159145
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	motion analysis; motion classification; k-Means classification; Bayes classification (en)
http://linked.open.../riv/klicoveSlovo	motion analysis Bayes classification k-Means classification motion classification
http://linked.open...ontrolniKodProRIV	[4A66EE556A53]
http://linked.open...v/mistoKonaniAkce	Mnichov
http://linked.open...i/riv/mistoVydani	Berlin
http://linked.open...i/riv/nazevZdroje	World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Havlík, Jan Uhlíř, Jan Horčík, Zdeněk
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2009-09-07 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Transdisciplinární výzkum v oblasti biomedicínského inženýrství II
issn	1680-0737
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer Science+Business Media
https://schema.org/isbn	978-3-642-03897-6
http://localhost/t...ganizacniJednotka	21230

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