A k-nearest-neighbor classifier with heart rate variability feature-based transformation algorithm for driving stress recognition
- Author
- WANG, Jeen-Shing1 ; LIN, Che-Wei1 ; YANG, Ya-Ting C2
[1] Department of Electrical Engineering, National Cheng Kung University, Tainan 701, Taiwan, Province of China
[2] Institute of Education and Center for Teacher Education, National Cheng Kung University, Tainan 701, Taiwan, Province of China - Issue title
- Advanced Theory and Methodology in Intelligent Computing: Selected papers from the Seventh International Conference on Intelligent Computing (ICIC 2011)
- Author (monograph)
- HUANG, De-Shuang (Editor)1 ; WANG, DeLiang2
[1] Machine Learning and Systems Biology Laboratory,Tongji University, 4800 Caoan Road, Shanghai 201804, China
[2] Department of Computer Science & Engineering, The Ohio State University, OH, United States - Source
Neurocomputing (Amsterdam). 2013, Vol 116, pp 136-143, 8 p ; ref : 36 ref
- ISSN
- 0925-2312
- Scientific domain
- Cognition; Computer science
- Publisher
- Elsevier, Amsterdam
- Publication country
- Netherlands
- Document type
- Article
- Language
- English
- Author keyword
- Driving stress Heart rate variability k-Nearest neighbor algorithm
- Keyword (fr)
- Analyse algorithme Analyse composante principale Analyse discriminante Analyse statistique Cardiologie Critère sélection Electrocardiographie Fouille donnée Long terme Méthode noyau Méthode statistique Plus proche voisin Reconnaissance forme Rythme cardiaque Réduction dimension Réduction donnée Résultat expérimental Stress Séparabilité Classification multiple
- Keyword (en)
- Algorithm analysis Principal component analysis Discriminant analysis Statistical analysis Cardiology Selection criterion Electrocardiography Data mining Long term Kernel method Statistical method Nearest neighbour Pattern recognition Heart rate Dimension reduction Data reduction Experimental result Stress Separability Multiple classification
- Keyword (es)
- Análisis algoritmo Análisis componente principal Análisis discriminante Análisis estadístico Cardiología Criterio selección Electrocardiografía Busca dato Largo plazo Método núcleo Método estadístico Vecino más cercano Reconocimiento patrón Ritmo cardíaco Reducción dimensión Reducción datos Resultado experimental Estrés Separabilidad clasificación múltiple
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D15 Ground, air and sea transportation, marine construction / 001D15C Road transportation and traffic
- Pascal
- 002 Biological and medical sciences / 002B Medical sciences / 002B24 Investigative techniques, diagnostic techniques (general aspects) / 002B24D Electrodiagnosis. Electric activity recording / 002B24D01 Electrocardiography. Vectocardiography
- Pascal
- 002 Biological and medical sciences / 002B Medical sciences / 002B24 Investigative techniques, diagnostic techniques (general aspects) / 002B24O Pathology. Cytology. Biochemistry. Spectrometry. Miscellaneous investigative techniques / 002B24O05 Respiratory system
- Discipline
- Building. Public works. Transport. Civil engineering Computer science : theoretical automation and systems Scanning and diagnostic techniques
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 27492350
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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DOI
10.1016/j.neucom.2011.10.047 
https://dx.doi.org/10.1016/j.neucom.2011.10.047
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