statistical cluster

Known as: Cluster Analyses, Cluster Analysis, Analyses, Cluster 
A set of statistical methods used to group variables or observations into strongly inter-related subgroups. In epidemiology, it may be used to… (More)
National Institutes of Health

Papers overview

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Review
2018
Review
2018
Gaining knowledge and actionable insights from complex, high-dimensional and heterogeneous biomedical data remains a key… (More)
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Highly Cited
2013
Highly Cited
2013
We propose and study an algorithm, called Sparse Subspace Clustering, to cluster high-dimensional data points that lie in a union… (More)
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Highly Cited
2010
Highly Cited
2010
MOTIVATION Biological sequence data is accumulating rapidly, motivating the development of improved high-throughput methods for… (More)
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Highly Cited
2007
Highly Cited
2007
MOTIVATION Clustering of individuals into populations on the basis of multilocus genotypes is informative in a variety of… (More)
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Highly Cited
2006
Highly Cited
2006
MOTIVATION In 2001 and 2002, we published two papers (Bioinformatics, 17, 282-283, Bioinformatics, 18, 77-82) describing an… (More)
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Highly Cited
2002
Highly Cited
2002
nThis paper transmits a FORTRAN-IV coding of the fuzzy c-means (FCM) clustering program. The FCM program is applicable to a wide… (More)
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Highly Cited
1990
Highly Cited
1990
Molecular structures and sequences are generally more revealing of evolutionary relationships than are classical phenotypes… (More)
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Highly Cited
1988
Highly Cited
1988
An algorithm is presented for the multiple alignment of sequences, either proteins or nucleic acids, that is both accurate and… (More)
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Highly Cited
1987
Highly Cited
1987
A new method called the neighbor-joining method is proposed for reconstructing phylogenetic trees from evolutionary distance data… (More)
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