5603 search results - page 338 / 1121 » Feature Selection for Clustering |
186
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SDM
2009
SIAM
16 years 4 months ago
2009
SIAM
Maximum margin clustering (MMC) has recently attracted considerable interests in both the data mining and machine learning communities. It first projects data samples to a kernel...
219
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GECCO
2007
Springer
16 years 28 days ago
2007
Springer
This paper introduces a method for clustering complex and linearly non-separable datasets, without any prior knowledge of the number of naturally occurring clusters. The proposed ...
138
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WEBI
2007
Springer
16 years 26 days ago
2007
Springer
Identification of distinct clusters of documents in text collections has traditionally been addressed by making the assumption that the data instances can only be represented by ...
178
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OTM
2005
Springer
16 years 7 days ago
2005
Springer
This paper provides a novel Web image clustering methodology based on their associated texts. In our approach, the semantics of Web images are firstly represented into vectors of t...
168
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CSMR
2003
IEEE
16 years 1 days ago
2003
IEEE
As the age of software systems increases they tend to deviate from their actual design and architecture. It becomes more and more difficult to manage and maintain such systems. We...