Calibrating wavelet neural networks by distance orientation similarity fuzzy C-means for approximation problems

- We propose a novel fuzzy C-means algorithm.
- Its effectiveness is tested in optimizing wavelet neural networks.
- Performance comparison in function approximation is made.
- The proposed model shows higher generalization capability.