493 search results - page 1 / 99 » Efficient Pattern Mining of Uncertain Data with Sampling |
PAKDD
2010
ACM
13 years 6 months ago
2010
ACM
Mining frequent itemsets from transactional datasets is a well known problem with good algorithmic solutions. In the case of uncertain data, however, several new techniques have be...
CIDM
2007
IEEE
13 years 8 months ago
2007
IEEE
Recently the academic communities have paid more attention to the queries and mining on uncertain data. In the tasks such as clustering or nearest-neighbor queries, expected distan...
ADMA
2010
Springer
13 years 1 months ago
2010
Springer
CIKM
2009
Springer
13 years 11 months ago
2009
Springer
Graph data are subject to uncertainties in many applications due to incompleteness and imprecision of data. Mining uncertain graph data is semantically different from and computat...
KDD
2009
ACM
14 years 5 months ago
2009
ACM
In this paper, we will examine the frequent pattern mining for uncertain data sets. We will show how the broad classes of algorithms can be extended to the uncertain data setting....