4 search results - page 1 / 1 » Multiobjective genetic rule selection as a data mining postp... |
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
In this paper, we show the usefulness of multiobjective genetic rule selection as a postprocessing procedure in data mining for pattern classification problems. First we extract a...
EMO
2006
Springer
13 years 6 months ago
2006
Springer
Multi-objective metaheuristics have previously been applied to partial classification, where the objective is to produce simple, easy to understand rules that describe subsets of a...
CEC
2007
IEEE
13 years 9 months ago
2007
IEEE
This article, which lies within the data mining framework, proposes a method to build classifiers based on the evolution of rules. The method, named REC (Rule Evolution for Classif...
ICDM
2003
IEEE
13 years 10 months ago
2003
IEEE
The Markov Blanket of a target variable is the minimum conditioning set of variables that makes the target independent of all other variables. Markov Blankets inform feature selec...