219 search results - page 4 / 44 » Genetic Programming for Attribute Construction in Data Minin... |
101
Voted
PAKDD
2009
ACM
15 years 8 months ago
2009
ACM
When training classifiers, presence of noise can severely harm their performance. In this paper, we focus on “non-class” attribute noise and we consider how a frequent fault-t...
FLAIRS
2006
15 years 3 months ago
2006
We propose to improve the efficiency of genetic programming, a method to automatically evolve computer programs. We use graph-based data mining to identify common aspects of highl...
127
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GECCO
2008
Springer
15 years 2 months ago
2008
Springer
The study of common, complex multifactorial diseases in genetic epidemiology is complicated by nonlinearity in the genotype-to-phenotype mapping relationship that is due, in part,...
109
Voted
SDM
2007
SIAM
15 years 3 months ago
2007
SIAM
We propose an unsupervised approach to learn associations between continuous-valued attributes from different modalities. These associations are used to construct a multi-modal t...
114
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TSMC
1998
15 years 1 months ago
1998
—Vehicle dispatching consists of allocating real-time service requests to a fleet of moving vehicles. In this paper, each vehicle is associated with a vector of attribute values...