5096 search results - page 212 / 1020 » Landscape of Clustering Algorithms |
145
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AUSAI
2007
Springer
16 years 17 days ago
2007
Springer
Dimensional reduction may be effective in order to compress data without loss of essential information. Also, it may be useful in order to smooth data and reduce random noise. The...
178
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TKDE
2008
15 years 6 months ago
2008
Semisupervised clustering algorithms partition a given data set using limited supervision from the user. The success of these algorithms depends on the type of supervision and also...
156
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IWANN
2009
Springer
16 years 29 days ago
2009
Springer
Cluster analysis is a technique used in a variety of fields. There are currently various algorithms used for grouping elements that are based on different methods including partiti...
182
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CLUSTER
2003
IEEE
15 years 11 months ago
2003
IEEE
Dynamic programming is an important algorithm design technique in computational biology and scientific computing. Typical applications using this technique are very compute-intens...
282
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ICDE
2006
IEEE
16 years 7 months ago
2006
IEEE
In this paper, we propose a new model for coherent clustering of gene expression data called reg-cluster. The proposed model allows (1) the expression profiles of genes in a clust...