637 search results - page 19 / 128 » Generating Synthetic Data to Match Data Mining Patterns |
105
click to vote
FIMI
2003
15 years 1 months ago
2003
Existing association rule mining algorithms suffer from many problems when mining massive transactional datasets. Some of these major problems are: (1) the repetitive I/O disk sca...
ICDM
2005
IEEE
15 years 5 months ago
2005
IEEE
Consider spatial data consisting of a set of binary features taking values over a collection of spatial extents (grid cells). We propose a method that simultaneously finds spatia...
100
click to vote
ICDM
2008
IEEE
15 years 6 months ago
2008
IEEE
In this paper we consider the problem of discovering frequent temporal patterns in a database of temporal sequences, where a temporal sequence is a set of items with associated da...
127
click to vote
KDD
2012
ACM
13 years 2 months ago
2012
ACM
An ideal outcome of pattern mining is a small set of informative patterns, containing no redundancy or noise, that identifies the key structure of the data at hand. Standard freq...
130
click to vote
WLP
2004
Springer
15 years 5 months ago
2004
Springer
Scalable data mining in large databases is one of today’s real challenges to database research area. The integration of data mining with database systems is an essential componen...