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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…
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Association rule learning
Data mining
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2005
2005
K-Optimal Pattern Discovery: An Efficient and Effective Approach to Exploratory Data Mining
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…
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2005
2005
Individual Clustering and Homogeneous Cluster Ensemble Approaches Applied to Gene Expression Data
Shirlly C. M. Silva
,
D. Araújo
,
R. Paradeda
,
Valmar S. Severiano-Sobrinho
,
M. D. Souto
Australian Conference on Artificial Intelligence
2005
Corpus ID: 206593102
Exploratory data analysis and, in particular, data clustering can significantly benefit from combining multiple data partitions…
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