Title: BP-LVQ Neural Networks Classifiers Combination Model Based on MATLAB
Abstract:By considering the error rates and the training speed of neural networks,a hierarchical classifiers which is called as BP-LVQ neural network combination model is proposed in this paper.Combining with ...By considering the error rates and the training speed of neural networks,a hierarchical classifiers which is called as BP-LVQ neural network combination model is proposed in this paper.Combining with the capability of independency and self-adaptation of BP neural network,this combined classifier can solve the problem that normal classifiers can't keep learning and adapting new attack,and the problem that how to change the impersonal class into the category user defined by competitive position of LVQ neural network.The experimental results show that the tree-schema model can keep better performance than single classifier.Read More
Publication Year: 2006
Publication Date: 2006-01-01
Language: en
Type: article
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