7053 search results - page 512 / 1411 » Data Mining of Multi-categorized Data |
191
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SDM
2007
SIAM
15 years 8 months ago
2007
SIAM
Dimensionality reduction is among the keys in mining highdimensional data. This paper studies semi-supervised dimensionality reduction. In this setting, besides abundant unlabeled...
191
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SDM
2010
SIAM
15 years 5 months ago
2010
SIAM
The recent years have witnessed a surge of interests in Nonnegative Matrix Factorization (NMF) in data mining and machine learning fields. Despite its elegant theory and empirical...
188
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ICDM
2009
IEEE
16 years 1 months ago
2009
IEEE
—We propose a novel representative based subgraph mining model. A series of standards and methods are proposed to select invariants. Patterns are mapped into invariant vectors in...
183
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ICDM
2008
IEEE
16 years 1 months ago
2008
IEEE
Social interactions that occur regularly typically correspond to significant yet often infrequent and hard to detect interaction patterns. To identify such regular behavior, we p...
150
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ICDM
2006
IEEE
16 years 1 months ago
2006
IEEE
It is a big challenge to promise the quality of multidimensional association mining. The essential issue is how to represent meaningful multidimensional association rules efficien...