Cluster analysis

Known as: Cluster (statistics), Cluster analyses, Clustering metric 
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more… (More)
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Papers overview

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Review
2017
Review
2017
Presently, educational institutions compile and store huge volumes of data, such as student enrolment and attendance records, as… (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
2002
Highly Cited
2002
ÐIn k-means clustering, we are given a set of n data points in d-dimensional space R and an integer k and the problem is to… (More)
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Highly Cited
2002
Highly Cited
2002
A versatile, platform independent and easy to use Java suite for large-scale gene expression analysis was developed. Genesis… (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
2001
Highly Cited
2001
Yair Weiss School of CS & Engr. The Hebrew Univ. yweiss@cs.huji.ac.il Despite many empirical successes of spectral clustering… (More)
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Highly Cited
1998
Highly Cited
1998
We consider the problem of determining the structure of clustered data, without prior knowledge of the number of clusters or any… (More)
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Highly Cited
1995
Highly Cited
1995
Mean shift, a simple iterative procedure that shifts each data point to the average of data points in its neighborhood, is… (More)
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Highly Cited
1986
Highly Cited
1986
Codon usage data has been compiled for 110 yeast genes. Cluster analysis on relative synonymous codon usage revealed two distinct… (More)
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Highly Cited
1974
Highly Cited
1974
1 2 3 4 5 6 Can we organize sampling entities into discrete classes, such that within-group similarity is maximized and among… (More)
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