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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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Apache SparkBioinformaticsBusiness analyticsCategorization

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
2013
Highly Cited
2013
Predicting students' final performance from participation in on-line discussion forums
Highly Cited
2012
Highly Cited
2012
The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City
Studying the social dynamics of a city on a large scale has tra- ditionally been a challenging endeavor, requiring long hours… 
Highly Cited
2006
Highly Cited
2006
Relative performance of Bayesian clustering software for inferring population substructure and individual assignment at low levels of population differentiation
Traditional methods for characterizing genetic differentiation among populations rely on a priori grouping of individuals… 
Highly Cited
2004
Highly Cited
2004
Automation of Shear-Wave Splitting Measurements using Cluster Analysis
The propagation of two orthogonally polarized shear waves, or shear- wave splitting, is arguably the most robust indication of… 
Highly Cited
2003
Highly Cited
2003
Clustering intrusion detection alarms to support root cause analysis
It is a well-known problem that intrusion detection systems overload their human operators by triggering thousands of alarms per… 
Review
2000
Review
2000
Ant algorithms and stigmergy
Highly Cited
1999
Highly Cited
1999
A mobility-based framework for adaptive clustering in wireless ad hoc networks
This paper presents a novel framework for dynamically organizing mobile nodes in wireless ad hoc networks into clusters in which… 
Highly Cited
1996
Highly Cited
1996
Image retrieval using color and shape
Review
1981
Review
1981
A survey on image segmentation
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