1314 search results - page 64 / 263 » Approximate data mining in very large relational data |
145
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SDM
2011
SIAM
14 years 4 months ago
2011
SIAM
Sparse principal component analysis (PCA) imposes extra constraints or penalty terms to the standard PCA to achieve sparsity. In this paper, we first introduce an efficient algor...
188
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ICDM
2005
IEEE
15 years 7 months ago
2005
IEEE
Remote sensing image databases are the fastest growing archives of spatial information. However, we still have a limited capacity for extracting information from large remote sens...
108
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PKDD
2007
Springer
15 years 7 months ago
2007
Springer
Multirelational data mining methods discover patterns across multiple interlinked tables (relations) in a relational database. In many large organizations, such a multi-relational ...
113
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KDD
2004
ACM
16 years 2 months ago
2004
ACM
We use clustering to derive new relations which augment database schema used in automatic generation of predictive features in statistical relational learning. Clustering improves...
105
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SDM
2009
SIAM
15 years 10 months ago
2009
SIAM
One of the most well-studied problems in data mining is computing association rules from large transactional databases. Often, the rule collections extracted from existing datamin...