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MC-SC2 Publications about: k-means algorithm
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Articles in journal or book chapters
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K.-L. Chung and K.-S. Lin.
An efficient line symmetry-based k-means algorithm.
Pattern Recognition Letters,
27(7):765-772,
2006.
Note: Short Communication.
Keyword(s): clustering,
k-means algorithm,
point symmetry,
line symmetry.
[bibtex-entry]
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J. Tian,
L. Zhu,
S. Zhang,
and L. Liu.
Improvement and parallelism of k-means clustering algorithm.
Tsinghua Science & Technology,
10(3):277-281,
2005.
Keyword(s): data mining,
cluster analysis,
k-means algorithm,
parallelism.
[bibtex-entry]
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Y. De Smet and L. Montano Guzmán.
Towards multicriteria clustering: An extension of the k-means algorithm.
European Journal of Operational Research,
158(2):390-398,
2004.
Keyword(s): multiple criteria analysis,
clustering,
preference modelling,
k-means algorithm.
[bibtex-entry]
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Y.-M. Cheung.
K*-means: A new generalized k-means clustering algorithm.
Pattern Recognition Letters,
24(15):2883-2893,
2003.
Note: Short Communication.
Keyword(s): clustering analysis,
k-means algorithm,
cluster number,
rival penalization.
[bibtex-entry]
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A. Likas,
N. Vlassis,
and J. Verbeek.
The global k-means clustering algorithm.
Pattern Recognition,
36(2):451-461,
2003.
Keyword(s): clustering,
k-means algorithm,
global optimization,
k-d trees,
data mining.
[bibtex-entry]
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T. Tarpey and K. Kinateder.
Clustering functional data.
Journal of Classification,
20:93-114,
2003.
Keyword(s): Fourier basis,
Gaussian random functions,
k-means algorithm,
mean squared error,
principal components,
principal points.
[bibtex-entry]
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M. Vichi and H. Kiers.
Factorial k-means analysis for two-way data.
Computational Statistics & Data Analysis,
37(1):49-64,
2001.
Keyword(s): cluster analysis,
factorial model,
tandem analysis,
k-means algorithm.
[bibtex-entry]
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U. Maulik and S. Bandyopadhyay.
Genetic algorithm-based clustering technique.
Pattern Recognition,
33(9):1455-1465,
2000.
Keyword(s): genetic algorithm,
clustering metric,
k-means algorithm,
real encoding,
Euclidean distance.
[bibtex-entry]
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M. Ng.
A note on constrained k-means algorithms.
Pattern Recognition,
33(3):515-519,
2000.
Keyword(s): clustering,
constraints,
k-means algorithm,
PCB insertion.
[bibtex-entry]
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M. Al-Daoud and S. Roberts.
New methods for the initialisation of clusters.
Pattern Recognition Letters,
17(5):451-455,
1996.
Keyword(s): clustering,
cluster initialisation,
k-means algorithm.
[bibtex-entry]
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Last modified: Fri Dec 15 07:05:48 2006
Author: Juscelino Dias.
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