Effective Neural Network Ensemble Approach for Improving Generalization Performance

This paper, with an aim at improving neural networks' generalization performance, proposes an effective neural network ensemble approach with two novel ideas. One is to apply neural networks' output sensitivity as a measure to evaluate neural networks' output diversity at the inputs n...

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Veröffentlicht in:IEEE transaction on neural networks and learning systems 2013-06, Vol.24 (6), p.878-887
Hauptverfasser: Yang, Jing, Zeng, Xiaoqin, Zhong, Shuiming, Wu, Shengli
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Sprache:eng
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