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1 results on '"Fan, Zhun"'

1. A novel Bayesian learning method for information aggregation in modular neural networks

Author

Wang, Pan, Xu, Lida, Zhou, Shang-Ming, Fan, Zhun, Li, Youfeng, and Feng, Shan

Subjects
*INFORMATION resources, *BAYESIAN analysis, *LEARNING, *ARTIFICIAL neural networks, *MODULAR programming, *BENCHMARKING (Management), *DATA modeling
Abstract

Abstract: Modular neural network is a popular neural network model which has many successful applications. In this paper, a sequential Bayesian learning (SBL) is proposed for modular neural networks aiming at efficiently aggregating the outputs of members of the ensemble. The experimental results on eight benchmark problems have demonstrated that the proposed method can perform information aggregation efficiently in data modeling. [Copyright &y& Elsevier]

Published
2010
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