366 search results - page 34 / 74 » Extended Star Clustering Algorithm |
109
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FPL
2006
Springer
15 years 5 months ago
2006
Springer
High-performance document clustering systems enable similar documents to automatically self-organize into groups. In the past, the large amount of computational time needed to clu...
111
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AUSAI
2006
Springer
15 years 5 months ago
2006
Springer
Establishing relationships within a dataset is one of the core objectives of data mining. In this paper a method of correlating behaviour profiles in a continuous dataset is presen...
136
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KDD
2007
ACM
16 years 1 months ago
2007
ACM
A good distance metric is crucial for many data mining tasks. To learn a metric in the unsupervised setting, most metric learning algorithms project observed data to a lowdimensio...
142
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TKDE
2012
13 years 3 months ago
2012
—The pairwise constraints specifying whether a pair of samples should be grouped together or not have been successfully incorporated into the conventional clustering methods such...
105
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CCGRID
2009
IEEE
15 years 8 months ago
2009
IEEE
— We propose a novel approach for sharing cluster resources among competing jobs. The key advantage of our approach over current solutions is that it increases cluster utilizatio...