Improving data based nonlinear process modelling through bayesian combination of multiple neural networks

Z. Ahmad, Jie Zhang
  • Institute of Electrical & Electronics Engineers (IEEE)
  • DOI: 10.1109/ijcnn.2003.1223952

Multiple neural networks (MNN) combination using Bayesian method

What is it about?

Details procedure of the MNN using Bayesian combination predictor for nonlinear system. It is show that by implementing Bayesian combination in MNN, its increased the performance of the model.

Why is it important?

Another method in increasing the robustness of the renal network prediction model.

Perspectives

Dr Zainal Ahmad
Universiti Sains Malaysia

One of my early article on the MNN model with linear combination method

Read Publication

http://dx.doi.org/10.1109/ijcnn.2003.1223952

The following have contributed to this page: Dr Zainal Ahmad