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CCIA
2005
Springer
13 years 11 months ago
2005
Springer
Abstract. This paper presents a new feature selection method and an outliers detection algorithm. The presented method is based on using a genetic algorithm combined with a problem...
ICML
2008
IEEE
14 years 9 months ago
2008
IEEE
For two-class classification, it is common to classify by setting a threshold on class probability estimates, where the threshold is determined by ROC curve analysis. An analog fo...
ICCAD
2000
IEEE
14 years 15 days ago
2000
IEEE
ct Static timing analysis has traditionally used the PERT method for identifying the critical path of a digital circuit. Due to the influence of the slope of a signal at a particul...
ESEM
2007
ACM
14 years 24 days ago
2007
ACM
The goal of this paper is to improve the prediction performance of fault-prone module prediction models (fault-proneness models) by employing over/under sampling methods, which ar...
CEC
2011
IEEE
12 years 9 months ago
2011
IEEE
—Constrained Genetic Programming (CGP) is a method of searching the Genetic Programming search space non-uniformly, giving preferences to certain subspaces according to some heur...