Exploratory data analysis using self-organising maps defined in up to three dimensions
The SOM is an artificial neural network based on an unsupervised learning process that performs a nonlinear mapping of high dimensional input data onto an ordered and structured array of nodes, designated as the SOM output space. Being simultaneously a quantization algorithm and a projection algorit...
| Autor principal: | |
|---|---|
| Formato: | doctoralThesis |
| Idioma: | eng |
| Publicado em: |
2016
|
| Assuntos: | |
| Texto completo: | http://hdl.handle.net/10362/17852 |
| País: | Portugal |
| Oai: | oai:run.unl.pt:10362/17852 |