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Description
| - The P300 validator contains multiple Matlab scripts that are used for calculating quality measure (typically accuracy) for common odd-ball paradigm data. The Windowed means paradigm was used for feature extraction and linear discriminant analysis was used for classification. The project is also available on: https://github.com/INCF/p3-validator The P300 validator was also used for data validation in the following publication: Vařeka, L.; Brůha, P.; Mouček, R. Event-related potential datasets based on a three-stimulus paradigm. Gigascience 2014, 3. This work was supported by the UWB grant SGS-2013-039 Methods and Applications of Bio- and Medical Informatics.
- The P300 validator contains multiple Matlab scripts that are used for calculating quality measure (typically accuracy) for common odd-ball paradigm data. The Windowed means paradigm was used for feature extraction and linear discriminant analysis was used for classification. The project is also available on: https://github.com/INCF/p3-validator The P300 validator was also used for data validation in the following publication: Vařeka, L.; Brůha, P.; Mouček, R. Event-related potential datasets based on a three-stimulus paradigm. Gigascience 2014, 3. This work was supported by the UWB grant SGS-2013-039 Methods and Applications of Bio- and Medical Informatics. (en)
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Title
| - P300 data validator
- P300 data validator (en)
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skos:prefLabel
| - P300 data validator
- P300 data validator (en)
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skos:notation
| - RIV/49777513:23520/14:43924102!RIV15-MSM-23520___
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
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http://linked.open...vai/riv/dodaniDat
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http://linked.open...aciTvurceVysledku
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http://linked.open.../riv/druhVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...onomickeParametry
| - Zvýšení kvality validace P300 dat. Kombinace metody Windowed Means pro extrakci příznaků a LDA pro klasifikaci předčila v úspěšnosti některé běžně používané metody. Spolehlivost klasifikace bez průměrování se pohybovala v rozmezí 60% - 90%.
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http://linked.open...titaPredkladatele
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http://linked.open...dnocenehoVysledku
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http://linked.open...ai/riv/idVysledku
| - RIV/49777513:23520/14:43924102
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http://linked.open...terniIdentifikace
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - validation; linear discriminant analysis; P300 (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...ontrolniKodProRIV
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http://linked.open.../licencniPoplatek
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http://linked.open...in/vavai/riv/obor
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http://linked.open...ichTvurcuVysledku
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http://linked.open...cetTvurcuVysledku
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http://linked.open...UplatneniVysledku
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http://linked.open...echnickeParametry
| - Lukáš Vařeka, Univerzitní 8, 306 14 Plzeň, telefon 377632444; mail: lvareka@kiv.zcu.cz
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http://linked.open...iv/tvurceVysledku
| - Brůha, Petr
- Mouček, Roman
- Vařeka, Lukáš
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http://linked.open...avai/riv/vlastnik
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http://linked.open...itiJinymSubjektem
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http://localhost/t...ganizacniJednotka
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