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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… 
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2013
Review
2013
An Introduction to Statistical Learning: with Applications in R
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential… 
Highly Cited
2010
Highly Cited
2010
A privacy-preserving approach to policy-based content dissemination
We propose a novel scheme for selective distribution of content, encoded as documents, that preserves the privacy of the users to… 
Highly Cited
2007
Highly Cited
2007
Detecting Hot Spots Using Cluster Analysis and GIS
One of the more popular approaches for the detection of crime hot spots is cluster analysis. Implemented in a wide variety of… 
Highly Cited
2007
Highly Cited
2007
Distributed clustering algorithms for data-gathering in wireless mobile sensor networks
Highly Cited
2005
Highly Cited
2005
On feature selection through clustering
We study an algorithm for feature selection that clusters attributes using a special metric and then makes use of the dendrogram… 
Highly Cited
2000
Highly Cited
2000
Clustering algorithms for wireless ad hoc networks
Efficient clustering algorithms play a very important role in the fast connection establishment of ad hoc networks. In this paper… 
Highly Cited
1999
Highly Cited
1999
Comparing performance of feedforward neural nets and K-means for cluster-based market segmentation
Review
1994
Review
1994
The Stromlo-APM Redshift Survey II. Variation of Galaxy Clustering with Morphology and Luminosity
We present clustering measurements for samples of galaxies selected by morphological type and luminosity from the recently… 
Highly Cited
1992
Highly Cited
1992
Correspondence Analysis Handbook
The theory of correspondence analysis numerical example of correspondence - analysis exercise illustrating the theory reading and… 
Highly Cited
1991
Highly Cited
1991
THE EFFECT OF DIFFERENT TEST SETS ON QUALITY LEVEL PREDICTION: WHEN IS 80% BETTER THAN 90%?
This paper discusses the use of stuck-at fault coverage as a means of determining quality levels. Data from a part tested with… 
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