25041 search results - page 106 / 5009 » Algorithms for Clustering Data |
147
Voted
SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
Maximum margin clustering (MMC) is a recently proposed clustering method, which extends the theory of support vector machine to the unsupervised scenario and aims at finding the m...
143
Voted
CLUSTER
2005
IEEE
15 years 8 months ago
2005
IEEE
The amount of data collected and stored in databases is growing considerably for almost all areas of human activity. Processing this amount of data is very expensive, both humanly...
140
Voted
ICS
2010
Tsinghua U.
15 years 5 months ago
2010
Tsinghua U.
Existing supercomputers have hundreds of thousands of processor cores, and future systems may have hundreds of millions. Developers need detailed performance measurements to tune ...
131
Voted
ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
Support vector clustering transforms the data into a high dimensional feature space, where a decision function is computed. In the original space, the function outlines the bounda...
139
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IDA
2009
Springer
15 years 9 days ago
2009
Springer
Abstract. Clustering data described by categorical attributes is a challenging task in data mining applications. Unlike numerical attributes, it is difficult to define a distance b...