708 search results - page 44 / 142 » Improving Mining Quality by Exploiting Data Dependency |
127
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SDM
2011
SIAM
14 years 2 months ago
2011
SIAM
When multiple data sources are available for clustering, an a priori data integration process is usually required. This process may be costly and may not lead to good clusterings,...
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SDM
2003
SIAM
15 years 1 months ago
2003
SIAM
We study the interaction between global and local techniques in data mining. Specifically, we study the collections of frequent sets in clusters produced by a probabilistic clust...
ECML
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. Rule induction has attracted a great deal of attention in Machine Learning and Data Mining. However, generating rules is not an end in itself because their applicability ...
ICRA
2010
IEEE
14 years 10 months ago
2010
IEEE
— This work addresses the task of designing the optimal survey route that an autonomous underwater vehicle (AUV) should take in mine countermeasures (MCM) operations. It is assum...
ICDM
2008
IEEE
15 years 6 months ago
2008
IEEE
The problem of selecting small groups of itemsets that represent the data well has recently gained a lot of attention. We approach the problem by searching for the itemsets that c...