SGAI
2010
Springer
13 years 9 months ago
2010
Springer
A novel framework for mining temporal association rules by discovering itemsets with a genetic algorithm is introduced. Metaheuristics have been applied to association rule mining,...
CINQ
2004
Springer
14 years 3 months ago
2004
Springer
Recently, inductive databases (IDBs) have been proposed to tackle the problem of knowledge discovery from huge databases. With an IDB, the user/analyst performs a set of very diffe...
KDD
1998
ACM
14 years 3 months ago
1998
ACM
Classification rule mining aims to discover a small set of rules in the database that forms an accurate classifier. Association rule mining finds all the rules existing in the dat...
COMPSAC
2006
IEEE
14 years 5 months ago
2006
IEEE
This paper discusses foundations of conventional style of rule mining in which rules are extracted from a data table. Rule mining mainly uses the structure of a table, data partit...
MLDM
2007
Springer
14 years 5 months ago
2007
Springer
A Classification Association Rule (CAR), a common type of mined knowledge in Data Mining, describes an implicative co-occurring relationship between a set of binary-valued data-att...
ICDM
2007
IEEE
14 years 5 months ago
2007
IEEE
Classification Association Rule Mining (CARM) is a recent Classification Rule Mining (CRM) approach that builds an Association Rule Mining (ARM) based classifier using Classificat...