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A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system

Author
YUANQING LI1 ; CUNTAI GUAN1 ; HUIQI LI1 ; ZHENGYANG CHIN1
[1] Institute for Inforcomm Research, Heng Mui Keng Terrace, 21, Singapore 119613, Singapore
Source

Pattern recognition letters. 2008, Vol 29, Num 9, pp 1285-1294, 10 p ; ref : 3/4 p

CODEN
PRLEDG
ISSN
0167-8655
Scientific domain
Computer science; Telecommunications
Publisher
Elsevier, Amsterdam
Publication country
Netherlands
Document type
Article
Language
English
Author keyword
10 170 90 Brain computer interface (BCI) Convergence Electroencephalogram (EEG) Model selection Semi-supervised support vector machine (SVM)
Keyword (fr)
Algorithme Apprentissage Classification automatique Classification signal Dialogue homme machine Electroencéphalographie Interface utilisateur Machine vecteur support Sélection modèle
Keyword (en)
Algorithm Learning Automatic classification Signal classification Man machine dialogue Electroencephalography User interface Support vector machine Model selection
Keyword (es)
Algoritmo Aprendizaje Clasificación automática Diálogo hombre máquina Electroencefalografía Interfase usuario Máquina vector soporte Selección modelo
Classification
Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A1 Signal representation. Spectral analysis

Pascal
002 Biological and medical sciences / 002B Medical sciences / 002B28 Computerized, statistical medical data processing and models in biomedicine / 002B28C Medical management aid. Diagnosis aid

Discipline
Public health. Hygiene-occupational medicine Telecommunications and information theory
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
20389103

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS

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