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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… Expand
Wikipedia

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2004
Review
2004
DNA microarray technology has now made it possible to simultaneously monitor the expression levels of thousands of genes during… Expand
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Highly Cited
2001
Highly Cited
2001
Despite many empirical successes of spectral clustering methods— algorithms that cluster points using eigenvectors of matrices… Expand
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Review
1999
Review
1999
A system of cluster analysis for genome-wide expression data from DNA microarray hybridization is described that uses standard… Expand
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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… Expand
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Highly Cited
1990
Highly Cited
1990
An electrical signal transmission system, applicable to the transmission of signals from trackside hot box detector equipment for… Expand
Review
1987
Review
1987
A new graphical display is proposed for partitioning techniques. Each cluster is represented by a so-called silhouette, which is… Expand
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Review
1984
Review
1984
Back in print at a good price. To see the many websites referencing this book, in Google enter "cluster analysis" (in quotes) and… Expand
Highly Cited
1984
Highly Cited
1984
SYSTAT provides a variety of cluster analysis methods on rectangular or symmetric data matrices. Cluster analysis is a… Expand
Highly Cited
1974
Highly Cited
1974
Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organising multivariate data… Expand
Highly Cited
1974
Highly Cited
1974
It is sometimes useful in an analysis of variance to split the treatments into reasonably homogeneous groups. Multiple comparison… Expand