About: Self-Organizing Maps as Data Classifier in Medical Applications

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://www.ncta.ijcci.org
Description	Many researchers use mathematical-engineering methods in different domains of life, and medical research is no exception. One area for application of such methods is to assist people with different forms of disabilities. The methods described in the following text are oriented towards the analysis of disordered children's speech with the diagnosis of Specific Language Impairment (SLI), also named as Developmental Dysphasia (DD), and the analysis of the expressive speech. Both methods make use of Kohonen Self-Organizing Maps (KSOM) or Supervised Self-Organizing Maps (SSOM) for the analysis and the classification of features from utterances of healthy and ill children, or adult speakers for emotions analysis. The possibility of cluster visualisation is used for monitoring of disorder trends and therapy success. These experiments also demonstrate the ability of the KSOM or SSOM to classify emotions. Many researchers use mathematical-engineering methods in different domains of life, and medical research is no exception. One area for application of such methods is to assist people with different forms of disabilities. The methods described in the following text are oriented towards the analysis of disordered children's speech with the diagnosis of Specific Language Impairment (SLI), also named as Developmental Dysphasia (DD), and the analysis of the expressive speech. Both methods make use of Kohonen Self-Organizing Maps (KSOM) or Supervised Self-Organizing Maps (SSOM) for the analysis and the classification of features from utterances of healthy and ill children, or adult speakers for emotions analysis. The possibility of cluster visualisation is used for monitoring of disorder trends and therapy success. These experiments also demonstrate the ability of the KSOM or SSOM to classify emotions. (en)
Title	Self-Organizing Maps as Data Classifier in Medical Applications Self-Organizing Maps as Data Classifier in Medical Applications (en)
skos:prefLabel	Self-Organizing Maps as Data Classifier in Medical Applications Self-Organizing Maps as Data Classifier in Medical Applications (en)
skos:notation	RIV/68407700:21230/11:00191146!RIV12-MSM-21230___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/09/0989), Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Tučková, Jana Grill, Pavel Zetocha, Petr Bártů, Marek
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	228735
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/11:00191146
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Self-Organizing Maps; Classifier; Medical applications (en)
http://linked.open.../riv/klicoveSlovo	Medical applications Self-Organizing Maps Classifier
http://linked.open...ontrolniKodProRIV	[3932CD2936AE]
http://linked.open...v/mistoKonaniAkce	Paris
http://linked.open...i/riv/mistoVydani	Madeira
http://linked.open...i/riv/nazevZdroje	Proceedings of the International Conference on neural Computation Theory and Applications
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	New innovative methods for high-quality synthesis of Czech speech
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Tučková, Jana Grill, Pavel Bártů, Marek Zetocha, Petr
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2011-10-24 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Transdisciplinární výzkum v oblasti biomedicínského inženýrství II
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	SciTePress
https://schema.org/isbn	978-989-8425-84-3
http://localhost/t...ganizacniJednotka	21230

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