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Initialization by a Novel Clustering for Wavelet Neural Network as Time Series Predictor
The architecture and parameter initialization of wavelet neural network are discussed and a novel initialization method is proposed. The new approach can be regarded as a dynamic clustering procedure which will derive the neuron number as well as the initial value of translation and dilation paramet...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi Publishing Corporation
2015
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4421099/ https://www.ncbi.nlm.nih.gov/pubmed/25977684 http://dx.doi.org/10.1155/2015/572592 |