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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.
Highly Cited
2014
Highly Cited
2014
A Fast Clustering-Based Feature Subset Selection Algorithm for High Dimensional Data
: Feature selection involves identifying a subset of the most useful features that produces compatible results as the original… 
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
2007
Highly Cited
2007
Towards Graph Containment Search and Indexing
Given a set of model graphs D and a query graph q, containment search aims to find all model graphs g e D such that q contains g… 
Highly Cited
2005
Highly Cited
2005
To Appear in the Astrophysical Journal Letters Preprint typeset using L ATEX style emulateapj v. 6/22/04 DEFINITIVE IDENTIFICATION OF THE TRANSITION BETWEEN SMALL- TO LARGE-SCALE CLUSTERING FOR LYMAN…
  • 2005
  • Corpus ID: 15065648
Highly Cited
2004
Highly Cited
2004
SAKM: a scalable and adaptive key management approach for multicast communications
Multicasting is increasingly used as an efficient communication mechanism for group-oriented applications in the Internet. In… 
Highly Cited
2003
Highly Cited
2003
A homogeneous sample of sub-damped Lyman α systems- I. Construction of the sample and chemical abundance measurements
In this first paper of a series, we report on the use of quasar spectra obtained with the high-resolution Ultraviolet-Visual… 
Highly Cited
2002
Highly Cited
2002
Carbon in silicon: Modeling of diffusion and clustering mechanisms
Carbon often appears in Si in concentrations above its solubility. In this article, we propose a comprehensive model that, taking… 
Highly Cited
1993
Highly Cited
1993
The role of negative ions in the formation of particles in low‐pressure plasmas
Large particles (tens of nm to tens of μm in diameter) are problematic in low‐pressure (<1 Torr) plasma processing (etching… 
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
1980
Highly Cited
1980
Temporal variation of seismicity and spectrum of small earthquakes preceding the 1952 Kern County, California, earthquake
The spatio-temporal variation of seismicity in the epicentral area of the 1952 Kern County California, earthquake (M_s = 7.7, 34… 
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