149 search results - page 19 / 30 » Itemset Materializing for Fast Mining of Association Rules |
71
Voted
IDA
2009
Springer
14 years 8 months ago
2009
Springer
Abstract. The effective construction of many association rule bases requires the computation of both frequent closed and frequent generator itemsets (FCIs/FGs). However, only few m...
DAWAK
2001
Springer
15 years 3 months ago
2001
Springer
Data mining has been defined as the non- trivial extraction of implicit, previously unknown and potentially useful information from data. Association mining is one of the important...
PAKDD
2005
ACM
15 years 4 months ago
2005
ACM
We define sporadic rules as those with low support but high confidence: for example, a rare association of two symptoms indicating a rare disease. To find such rules using the w...
KDD
2008
ACM
15 years 11 months ago
2008
ACM
We present a prototype of an inductive database. Our system enables the user to query not only the data stored in the database but also generalizations (e.g. rules or trees) over ...
FIMI
2004
15 years 13 days ago
2004
Frequent itemset mining (FIM) is an essential part of association rules mining. Its application for other data mining tasks has also been recognized. It has been an active researc...