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Cluster analysis
Known as:
Cluster (statistics)
, Cluster analyses
, Clustering metric
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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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Bioinformatics
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2021
Highly Cited
2021
Latent Class Cluster Analysis
J. Vermunt
,
J. Magidson
Encyclopedia of Gerontology and Population Aging
2021
Corpus ID: 15228546
• Users may download and print one copy of any publication from the public portal for the purpose of private study or research…
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Highly Cited
2009
Highly Cited
2009
Latent Dirichlet Allocation
D. Blei
,
A. Ng
,
Michael I. Jordan
2009
Corpus ID: 3177797
Latent Dirichlet allocation(LDA) is a generative topic model to find latent topics in a text corpus. It can be trained via…
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Review
2004
Review
2004
Cluster analysis for gene expression data: a survey
Daxin Jiang
,
Chun Tang
,
A. Zhang
IEEE Transactions on Knowledge and Data…
2004
Corpus ID: 206742234
DNA microarray technology has now made it possible to simultaneously monitor the expression levels of thousands of genes during…
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Highly Cited
2001
Highly Cited
2001
On Spectral Clustering: Analysis and an algorithm
A. Ng
,
Michael I. Jordan
,
Yair Weiss
Neural Information Processing Systems
2001
Corpus ID: 18764978
Despite many empirical successes of spectral clustering methods— algorithms that cluster points using eigenvectors of matrices…
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Highly Cited
1998
Highly Cited
1998
How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis
C. Fraley
,
A. Raftery
Computer/law journal
1998
Corpus ID: 9775342
We consider the problem of determining the structure of clustered data, without prior knowledge of the number of clusters or any…
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Highly Cited
1991
Highly Cited
1991
Finding Groups in Data: An Introduction to Cluster Analysis
L. Kaufman
,
P. Rousseeuw
1991
Corpus ID: 60820748
An electrical signal transmission system, applicable to the transmission of signals from trackside hot box detector equipment for…
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Review
1984
Review
1984
Cluster analysis for researchers
G. W. Milligan
,
H. Romesburg
1984
Corpus ID: 62766497
Back in print at a good price. To see the many websites referencing this book, in Google enter "cluster analysis" (in quotes) and…
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Highly Cited
1974
Highly Cited
1974
Cluster Analysis
Brian S. Everitt
,
Sabine Landau
,
Morven Leese
1974
Corpus ID: 125552025
Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organising multivariate data…
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Highly Cited
1974
Highly Cited
1974
A Cluster Analysis Method for Grouping Means in the Analysis of Variance
A. Scott
,
M. Knott
1974
Corpus ID: 124273988
It is sometimes useful in an analysis of variance to split the treatments into reasonably homogeneous groups. Multiple comparison…
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Highly Cited
1969
Highly Cited
1969
Minimum Spanning Trees and Single Linkage Cluster Analysis
J. Gower
,
G. Ross
1969
Corpus ID: 18902751
Minimum spanning trees (MST) and single linkage cluster analysis (SLCA) are explained and it is shown that all the information…
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