1217 search results - page 43 / 244 » On compressing frequent patterns |
130
Voted
ICDM
2002
IEEE
15 years 8 months ago
2002
IEEE
We investigate new approaches for frequent graph-based pattern mining in graph datasets and propose a novel algorithm called gSpan (graph-based Substructure pattern mining), which...
132
Voted
ADMA
2008
Springer
15 years 5 months ago
2008
Springer
In this paper, we study the maintenance of frequent patterns in the context of the generator representation. The generator representation is a concise and lossless representation o...
142
Voted
PAKDD
2010
ACM
15 years 5 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...
127
Voted
JIIS
2011
14 years 10 months ago
2011
The discovery of frequent musical patterns (motifs) is a relevant problem in musicology. This paper introduces an unsupervised algorithm to address this problem in symbolically-rep...
175
Voted
IEAAIE
2009
Springer
15 years 10 months ago
2009
Springer
Data mining refers to the process of revealing unknown and potentially useful information from a large database. Frequent itemsets mining is one of the foundational problems in dat...