A Framework for Feature Selection in Clustering
- Author
- WITTEN, Daniela M1 ; TIBSHIRANI, Robert2
[1] Department of Statistics, Stanford University, Stanford, CA 94305, United States
[2] Department of Health Research and Policy and Department of Statistics, Stanford University, Stanford, CA 94305, United States - Source
Journal of the American Statistical Association. 2010, Vol 105, Num 490, pp 713-726, 14 p ; ref : 3/4 p
- CODEN
- JSTNAL
- ISSN
- 0162-1459
- Scientific domain
- Mathematics
- Publisher
- American Statistical Association, Alexandria, VA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Hierarchical clustering High-dimensional K-means clustering Lasso Model selection Sparsity Unsupervised learning
- Keyword (fr)
- Analyse discriminante Analyse donnée Analyse multivariable Apprentissage Classification automatique (statistiques) Critère sélection Méthode paramétrique Méthode pénalité Méthode statistique Problème sélection Statistique rang Sélection modèle 60J20 62F07 62H30 Classification automatique(statistiques) Estimation paramétrique Méthode sélection
- Keyword (en)
- Discriminant analysis Data analysis Multivariate analysis Learning Cluster analysis (statistics) Selection criterion Parametric method Penalty method Statistical method Selection problem Rank statistic Model selection Selection method
- Keyword (es)
- Análisis discriminante Análisis datos Análisis multivariable Aprendizaje Criterio selección Método paramétrico Método penalidad Método estadístico Problema selección Estadística rango Selección modelo
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02A General topics
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02G Parametric inference
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02I Multivariate analysis
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02N Applications
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 23046746
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
10.1198/jasa.2010.tm09415 
https://dx.doi.org/10.1198/jasa.2010.tm09415
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