3245 search results - page 183 / 649 » Mining Transformed Data Sets |
167
Voted
ISCC
2002
IEEE
15 years 11 months ago
2002
IEEE
Generalized association rule mining is an extension of traditional association rule mining to discover more informative rules, given a taxonomy. In this paper, we describe a forma...
250
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ICDE
2006
IEEE
16 years 7 months ago
2006
IEEE
Data mining promises to discover valid and potentially useful patterns in data. Often, discovered patterns are not useful to the user. "Actionability" addresses this pro...
174
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ICDM
2007
IEEE
15 years 8 months ago
2007
IEEE
For applications with consecutive incoming training examples, on-line learning has the potential to achieve a likelihood as high as off-line learning without scanning all availabl...
223
Voted
KDD
2012
ACM
13 years 8 months ago
2012
ACM
This paper introduces a novel image decomposition approach for an ensemble of correlated images, using low-rank and sparsity constraints. Each image is decomposed as a combination...
170
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PAKDD
2000
ACM
15 years 9 months ago
2000
ACM
The objective of data reduction is to obtain a compact representation of a large data set to facilitate repeated use of non-redundant information with complex and slow learning alg...