Selected Methods for Automatical Classification of Psychophysiological States in Experimentally Controlled Psychical Load

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21460%2F10%3A00166148" target="_blank" >RIV/68407700:21460/10:00166148 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Selected Methods for Automatical Classification of Psychophysiological States in Experimentally Controlled Psychical Load

Popis výsledku v původním jazyce

This work concerns with the measuring, analysis and interpretation of the data, obtained from real-life experiments carried-out on the Faculty of natural science, Charles University in Prague, department of parasitology. The data sets contain electrophysiological signals (such a ECG, galvanic skin response etc.) and further factors, which are the results of certain psychylogical tests (dedicated for example for the domination vs. submisivity detection). The number of these pair-experiments was 240 ? they contain resting state followed by the psychical stress period. From the preprocessed data the tachogram was computed and the set of HRV parameters was extracted. Then the HRV parameters were analyzed in correlation with the psychological parameters. Psychological factors of each person were used as filter parameters and their influence to the separation of the rest and stress phase was observed. Using the results of this analysis the basic principle of the classification algorithm was

Název v anglickém jazyce

Selected Methods for Automatical Classification of Psychophysiological States in Experimentally Controlled Psychical Load

Popis výsledku anglicky

This work concerns with the measuring, analysis and interpretation of the data, obtained from real-life experiments carried-out on the Faculty of natural science, Charles University in Prague, department of parasitology. The data sets contain electrophysiological signals (such a ECG, galvanic skin response etc.) and further factors, which are the results of certain psychylogical tests (dedicated for example for the domination vs. submisivity detection). The number of these pair-experiments was 240 ? they contain resting state followed by the psychical stress period. From the preprocessed data the tachogram was computed and the set of HRV parameters was extracted. Then the HRV parameters were analyzed in correlation with the psychological parameters. Psychological factors of each person were used as filter parameters and their influence to the separation of the rest and stress phase was observed. Using the results of this analysis the basic principle of the classification algorithm was

Druh

D - Stať ve sborníku

CEP obor

AQ - Bezpečnost a ochrana zdraví, člověk – stroj

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2010

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Workshop 2010

ISBN

978-80-01-04513-8

ISSN

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e-ISSN

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Počet stran výsledku

2

Strana od-do

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Název nakladatele

České vysoké učení technické v Praze

Místo vydání

Praha

Místo konání akce

Praha

Datum konání akce

22. 2. 2010

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

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