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K-optimal pattern discovery

K-optimal pattern discovery is a data mining technique that provides an alternative to the frequent pattern discovery approach that underlies most… Expand

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Highly Cited
Highly Cited
Standard pattern discovery techniques, such as association rules, suffer an extreme risk of finding very large numbers of… Expand
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  • Geoffrey I. Webb
  • Australian Conference on Artificial Intelligence
  • 2005
  • Corpus ID: 38625409
Most data-mining techniques seek a single model that optimizes an objective function with respect to the data. In many real-world… Expand
Exploratory data analysis and, in particular, data clustering can significantly benefit from combining multiple data partitions… Expand