4177 search results - page 335 / 836 » On the Performance of Ant-based Clustering |
178
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ISAAC
2009
Springer
16 years 1 months ago
2009
Springer
The k-means algorithm is the method of choice for clustering large-scale data sets and it performs exceedingly well in practice. Most of the theoretical work is restricted to the c...
178
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ICDM
2007
IEEE
16 years 1 months ago
2007
IEEE
Text clustering is most commonly treated as a fully automated task without user supervision. However, we can improve clustering performance using supervision in the form of pairwi...
168
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IPPS
2007
IEEE
16 years 1 months ago
2007
IEEE
This paper presents a comprehensive statistical analysis of workloads collected on data-intensive clusters and Grids. The analysis is conducted at different levels, including Virt...
179
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ISICA
2007
Springer
16 years 25 days ago
2007
Springer
Instant intercommunion techniques such as Instant Messaging (IM) are widely popularized. Aiming at such kind of large scale masscommunication media, clustering on its text conte...
201
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PAKDD
2007
ACM
16 years 25 days ago
2007
ACM
While null space based linear discriminant analysis (NLDA) obtains a good discriminant performance, the ability easily suffers from an implicit assumption of Gaussian model with sa...