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» A Genetic Classifier Tool
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GECCO
2006
Springer
156views Optimization» more  GECCO 2006»
13 years 9 months ago
Improving GP classifier generalization using a cluster separation metric
Genetic Programming offers freedom in the definition of the cost function that is unparalleled among supervised learning algorithms. However, this freedom goes largely unexploited...
Ashley George, Malcolm I. Heywood
IEEEIAS
2009
IEEE
14 years 25 days ago
Threats Identification in Healthcare Information Systems Using Genetic Algorithm and Cox Regression
: Threats to information security for healthcare information system increased tremendously. There are various factors that contribute to information security threats, many research...
Rabiah Ahmad, Ganthan Narayana Samy, Nuzulha Khilw...
FLAIRS
2008
13 years 8 months ago
Genetic Approach for Optimizing Ensembles of Classifiers
An ensemble of classifiers is a set of classifiers whose predictions are combined in some way to classify new instances. Early research has shown that, in general, an ensemble of ...
Francisco Javier Ordóñez, Agapito Le...
BMCBI
2010
161views more  BMCBI 2010»
13 years 3 months ago
Application of Wavelet Packet Transform to detect genetic polymorphisms by the analysis of inter-Alu PCR patterns
Background: The analysis of Inter-Alu PCR patterns obtained from human genomic DNA samples is a promising technique for a simultaneous analysis of many genomic loci flanked by Alu...
Maurizio Cardelli, Matteo Nicoli, Armando Bazzani,...
GPEM
2000
80views more  GPEM 2000»
13 years 6 months ago
Explanatory Analysis of the Metabolome Using Genetic Programming of Simple, Interpretable Rules
Genetic programming, in conjunction with advanced analytical instruments, is a novel tool for the investigation of complex biological systems at the whole-tissue level. In this stu...
Helen E. Johnson, Richard J. Gilbert, Michael K. W...