583 search results - page 12 / 117 » Mining evolving data streams for frequent patterns |
ACMSE
2008
ACM
14 years 11 months ago
2008
ACM
In this paper, a new pattern-growth algorithm is presented to mine frequent sequential patterns using First-Occurrence Forests (FOF). This algorithm uses a simple list of pointers...
169
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ICDE
2005
IEEE
15 years 11 months ago
2005
IEEE
Previous work on mining transactional database has focused primarily on mining frequent itemsets, association rules, and sequential patterns. However, interesting relationships be...
ICDM
2010
IEEE
14 years 7 months ago
2010
IEEE
101
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GRC
2008
IEEE
14 years 9 months ago
2008
IEEE
Monitoring cluster evolution in data streams is a major research topic in data streams mining. Previous clustering methods for evolving data streams focus on global clustering res...
KDD
2006
ACM
15 years 10 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...