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Initializing κ-means batch clustering: A critical evaluation of several techniques

Author
STEINLEY, Douglas1 ; BRUSCO, Michael J2
[1] University of Missouri-Columbia, United States
[2] University of Florida, United States
Source

Journal of classification. 2007, Vol 24, Num 1, pp 99-121, 23 p ; ref : 2 p

ISSN
0176-4268
Scientific domain
Mathematics
Publisher
Springer, Heidelberg
Publication country
Germany
Document type
Article
Language
English
Author keyword
Initializations K-means clustering
Keyword (fr)
Analyse discriminante Analyse donnée Analyse multivariable Classification automatique (statistiques) Partition Solution optimale 05Bxx 49J30 49K30 62H30 Classification automatique(statistiques)
Keyword (en)
Discriminant analysis Data analysis Multivariate analysis Cluster analysis (statistics) Partition Optimal solution
Keyword (es)
Análisis discriminante Análisis datos Análisis multivariable Partición Solución óptima
Classification
Pascal
001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02E Mathematical analysis / 001A02E18 Calculus of variations and optimal control

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 / 001A02I Numerical analysis. Scientific computation / 001A02I02 Methods of scientific computing (including symbolic computation, algebraic computation)

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02A Theoretical computing / 001D02A05 Algorithmics. Computability. Computer arithmetics

Discipline
Computer science : theoretical automation and systems Mathematics
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
18804218

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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