A Novel Dynamic Weight Neural Network Ensemble Model

Neural network is easy to fall into the minimum and overfitting in the application. The paper proposes a novel dynamic weight neural network ensemble model (DW-NNE). The Bagging algorithm generates certain neural network individuals which then are selected by the K -means clustering algorithm. In or...

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Bibliographic Details
Main Authors: Kewen Li, Wenying Liu, Kang Zhao, Mingwen Shao, Lu Liu
Format: Article
Language:English
Published: Hindawi - SAGE Publishing 2015-08-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1155/2015/862056