61 search results - page 5 / 13 » CFI-Stream: mining closed frequent itemsets in data streams |
184
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DASFAA
2007
IEEE
16 years 9 days ago
2007
IEEE
Networks of thousands of sensors present a feasible and economic solution to some of our most challenging problems, such as real-time traffic modeling, military sensing and trackin...
163
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PKDD
2004
Springer
15 years 11 months ago
2004
Springer
Abstract In this paper we propose a novel parallel algorithm for frequent itemset mining. The algorithm is based on the filter-stream programming model, in which the frequent item...
142
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ICDM
2005
IEEE
15 years 11 months ago
2005
IEEE
Frequent itemset mining is a core data mining operation and has been extensively studied over the last decade. This paper takes a new approach for this problem and makes two major...
203
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DAWAK
2006
Springer
15 years 9 months ago
2006
Springer
Recently, the data stream, which is an unbounded sequence of data elements generated at a rapid rate, provides a dynamic environment for collecting data sources. It is likely that ...
137
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ICDM
2006
IEEE
16 years 18 hour ago
2006
IEEE
In this paper, we present the foundations for mining frequent tri-concepts, which extend the notion of closed itemsets to three-dimensional data to allow for mining folksonomies. ...