Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study
- Author
- GARCIA, Salvador1 ; DERRAC, Joaqufn2 ; CANO, José Ramón3 ; HERRERA, Francisco4
[1] EPS, University of Jaén, Campus las Lagunillas S/N, Jaén 23071, Spain
[2] CITIC-UGR, University of Granada, Calle Periodista Rafael Gómez 2, Granada 18071, Spain
[3] EPS Linares, University of Jaén, Calle Alfonso X el Sabio 28, Linares, Jaén 23700, Spain
[4] ETSII, University of Granada, Calle Periodista Daniel Saucedo Aranda S/N, Granada 18071, Spain - Source
IEEE transactions on pattern analysis and machine intelligence. 2012, Vol 34, Num 3, pp 417-435, 19 p ; ref : 122 ref
- CODEN
- ITPIDJ
- ISSN
- 0162-8828
- Scientific domain
- Control theory, operational research; Computer science
- Publisher
- IEEE Computer Society, Los Alamitos, CA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Prototype selection classification condensation edition nearest neighbor taxonomy
- Keyword (fr)
- Analyse donnée Catégorisation Classification supervisée Condensation Efficacité Evaluation performance Fouille donnée Indice aptitude Méthode empirique Plus proche voisin Recommandation Systématique Test statistique
- Keyword (en)
- Data analysis Categorization Supervised classification Condensation Efficiency Performance evaluation Data mining Capability index Empirical method Nearest neighbour Recommendation Taxonomy Statistical test
- Keyword (es)
- Análisis datos Categorización Clasificación supervisada Condensación Eficacia Evaluación prestación Busca dato Indice aptitud Método empírico Vecino más cercano Recomendación Sistemática Test estadístico
- 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
- Discipline
- Computer science : theoretical automation and systems
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 25862366
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
10.1109/TPAMI.2011.142 
https://dx.doi.org/10.1109/TPAMI.2011.142
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