5096 search results - page 225 / 1020 » Landscape of Clustering Algorithms |
134
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CIKM
2000
Springer
15 years 10 months ago
2000
Springer
We examine applications of clustering to the filtering task. We use the on-line version of the star algorithm [JPR98, JPR99] as the clustering tool because this algorithm compute...
166
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SODA
2001
ACM
15 years 7 months ago
2001
ACM
Clustering is of central importance in a number of disciplines including Machine Learning, Statistics, and Data Mining. This paper has two foci: 1 It describes how existing algori...
128
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AAI
2006
15 years 6 months ago
2006
In the analysis of a newspaper page an important step is the clustering of various text blocks into logical units, i.e., into articles. We propose three algorithms based on text p...
156
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ICDM
2007
IEEE
16 years 22 days ago
2007
IEEE
Documents and authors can be clustered into “knowledge communities” based on the overlap in the papers they cite. We introduce a new clustering algorithm, Streemer, which fin...
168
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ICANN
2009
Springer
15 years 11 months ago
2009
Springer
This paper proposes a clustering method SOMAK, which is composed by Self-Organizing Maps (SOM) followed by the Ant K-means (AK) algorithm. The aim of this method is not to find an...