6388 search results - page 12 / 1278 » High Performance Data Mining |
110
click to vote
KDD
2006
ACM
16 years 3 months ago
2006
ACM
In this work we focus on the problem of frequent itemset mining on large, out-of-core data sets. After presenting a characterization of existing out-of-core frequent itemset minin...
133
click to vote
ICDM
2008
IEEE
15 years 9 months ago
2008
IEEE
In this paper, we propose the "Democratic Classifier", a simple, democracy-inspired patternbased classification algorithm that uses very short patterns for classificatio...
147
click to vote
IDEAS
1999
IEEE
15 years 7 months ago
1999
IEEE
Decision support systems are important in leveraging information present in data warehouses in businesses like banking, insurance, retail and health-care among many others. The mu...
122
click to vote
CIKM
2009
Springer
15 years 9 months ago
2009
Springer
Mining frequent itemsets in data streams is beneficial to many real-world applications but is also a challenging task since data streams are unbounded and have high arrival rates...
143
click to vote
SDM
2012
SIAM
13 years 5 months ago
2012
SIAM
The focus of this paper is on how to select a small sample of examples for labeling that can help us to evaluate many different classification models unknown at the time of sampl...