5096 search results - page 212 / 1020 » Landscape of Clustering Algorithms |
169
Voted
AUSAI
2007
Springer
16 years 1 months 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...
194
Voted
TKDE
2008
15 years 7 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...
174
Voted
IWANN
2009
Springer
16 years 1 months 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...
207
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CLUSTER
2003
IEEE
16 years 10 days 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...
303
Voted
ICDE
2006
IEEE
16 years 8 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...