553 search results - page 3 / 111 » A Compress-Based Association Mining Algorithm for Large Data... |
KDD
2003
ACM
14 years 6 months ago
2003
ACM
We address the issues of discovering significant binary relationships in transaction datasets in a weighted setting. Traditional model of association rule mining is adapted to han...
IDEAL
2003
Springer
13 years 11 months ago
2003
Springer
In recent years interest has grown in “mining” large databases to extract novel and interesting information. Knowledge Discovery in Databases (KDD) has been recognised as an em...
ICDM
2006
IEEE
14 years 10 days ago
2006
IEEE
New applications of data mining, such as in biology, bioinformatics, or sociology, are faced with large datasets structured as graphs. We present an efficient algorithm for minin...
ICDM
2006
IEEE
14 years 10 days ago
2006
IEEE
The immense explosion of geographically referenced data calls for efficient discovery of spatial knowledge. One critical requirement for spatial data mining is the capability to ...
VLDB
1998
ACM
13 years 10 months ago
1998
ACM
This paper deals with finding outliers (exceptions) in large, multidimensional datasets. The identification of outliers can lead to the discovery of truly unexpected knowledge in ...