259 search results - page 8 / 52 » Mining frequent itemsets in time-varying data streams |
77
Voted
PODS
2003
ACM
15 years 9 months ago
2003
ACM
Computing frequent itemsets and maximally frequent itemsets in a database are classic problems in data mining. The resource requirements of all extant algorithms for both problems...
92
Voted
CORR
2004
Springer
14 years 9 months ago
2004
Springer
Mining frequent itemsets is at the core of mining association rules, and is by now quite well understood algorithmically for main memory databases. In this paper, we investigate a...
167
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ISMIS
2011
Springer
14 years 16 days ago
2011
Springer
Abstract. Frequent itemset mining can be regarded as advanced database querying where a user specifies the dataset to be mined and constraints to be satisfied by the discovered i...
77
Voted
ISCI
2008
14 years 9 months ago
2008
The use of frequent itemsets has been limited by the high computational cost as well as the large number of resulting itemsets. In many real-world scenarios, however, it is often ...
85
Voted
DMKD
2004
ACM
15 years 3 months ago
2004
ACM