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» Genetic algorithms in classifier fusion
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CEC
2005
IEEE
14 years 1 months ago
Revisiting genetic selection in the XCS learning classifier system
The XCS Learning Classifier System has traditionally used roulette wheel selection within its genetic algorithm component. Recently, tournament selection has been suggested as prov...
Faten Kharbat, Larry Bull, Mohammed Odeh
IPPS
2007
IEEE
14 years 1 months ago
Protein Secondary Structure Prediction using Bayesian Inference method on Decision fusion algorithms
Prediction of protein secondary structure (alpha-helix, beta-sheet, coil) from primary sequence of amino acids is a very challenging task, and the problem has been approached from...
Somasheker Akkaladevi, Ajay K. Katangur
GECCO
2007
Springer
213views Optimization» more  GECCO 2007»
14 years 1 months ago
Genetically programmed learning classifier system description and results
An agent population can be evolved in a complex environment to perform various tasks and optimize its job performance using Learning Classifier System (LCS) technology. Due to the...
Gregory Anthony Harrison, Eric W. Worden
EUSFLAT
2009
158views Fuzzy Logic» more  EUSFLAT 2009»
13 years 5 months ago
Bi-criteria Genetic Selection of Bagging Fuzzy Rule-based Multiclassification Systems
Previously we proposed a scheme to generate fuzzy rule-based multiclassification systems by means of bagging, mutual information-based feature selection, and a multicriteria geneti...
Krzysztof Trawinski, Arnaud Quirin, Oscar Cord&oac...
FGR
2004
IEEE
161views Biometrics» more  FGR 2004»
13 years 11 months ago
Video Based Face Recognition Using Multiple Classifiers
The main advantage of the video based face recognition method is that more information is available in a video sequence than in a single image. In order to take advantage of the l...
Xiaoou Tang, Zhifeng Li