41 search results - page 1 / 9 » Finding frequent items in probabilistic data |
SIGMOD
2008
ACM
14 years 4 months ago
2008
ACM
Computing statistical information on probabilistic data has attracted a lot of attention recently, as the data generated from a wide range of data sources are inherently fuzzy or ...
VLDB
2010
ACM
13 years 2 months ago
2010
ACM
The frequent items problem is to process a stream of items and find all items occurring more than a given fraction of the time. It is one of the most heavily studied problems in d...
ICDE
2005
IEEE
14 years 5 months ago
2005
IEEE
We consider the problem of maintaining frequency counts for items occurring frequently in the union of multiple distributed data streams. Na?ive methods of combining approximate f...
PVLDB
2008
13 years 3 months ago
2008
FIMI
2003
13 years 5 months ago
2003
A simple new algorithm is suggested for frequent itemset mining, using item probabilities as the basis for generating candidates. The method first finds all the frequent items, an...