892 search results - page 10 / 179 » On Feature Selection through Clustering |
CEC
2010
IEEE
15 years 26 days ago
2010
IEEE
This work explores the use of clustering objectives in a Multi-Objective Genetic Algorithm (MOGA) for both, feature selection and cluster count optimization, under the application...
AI
2009
Springer
15 years 6 months ago
2009
Springer
The manipulation of large-scale document data sets often involves the processing of a wealth of features that correspond with the available terms in the document space. The employm...
KDD
2003
ACM
16 years 5 days ago
2003
ACM
Using visualization techniques to explore and understand high-dimensional data is an efficient way to combine human intelligence with the immense brute force computation power ava...
102
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EUROPAR
2008
Springer
15 years 1 months ago
2008
Springer
Abstract. Many advances in grid resource management are still required to realize the grid computing vision of the integration of a worldwide computing infrastructure for scientifi...
101
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SIGIR
2002
ACM
14 years 11 months ago
2002
ACM
In this paper, we propose a document clustering method that strives to achieve: (1) a high accuracy of document clustering, and (2) the capability of estimating the number of clus...