195 search results - page 17 / 39 » Hybrid Rule Ordering in Classification Association Rule Mini... |
98
Voted
GECCO
2007
Springer
15 years 5 months ago
2007
Springer
In a previous work we have proposed a hybrid Particle Swarm Optimisation/Ant Colony Optimisation (PSO/ACO) algorithm for the discovery of classification rules, in the context of d...
100
click to vote
DATAMINE
2006
14 years 11 months ago
2006
In order to allow for the analysis of data sets including numerical attributes, several generalizations of association rule mining based on fuzzy sets have been proposed in the li...
108
click to vote
SDM
2004
SIAM
15 years 1 months ago
2004
SIAM
This paper explores a novel framework for building regression models using association rules. The model consists of an ordered set of IF-THEN rules, where the rule consequent is t...
124
click to vote
SDM
2007
SIAM
15 years 1 months ago
2007
SIAM
Decision lists (or ordered rule sets) have two attractive properties compared to unordered rule sets: they require a simpler classification procedure and they allow for a more co...
ICDM
2005
IEEE
15 years 5 months ago
2005
IEEE
In this paper we examine the effect that the choice of support and confidence thresholds has on the accuracy of classifiers obtained by Classification Association Rule Mining. ...