On Statistical Pattern Recognition in Independent Component Analysis Mixture Modelling /
| Autor principal: | |
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| Autor Corporativo: | |
| Formato: | eBook |
| Lenguaje: | English |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2013.
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| Edición: | 1st ed. 2013. |
| Colección: | Springer Theses, Recognizing Outstanding Ph.D. Research,
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| Materias: |
Tabla de Contenidos:
- Introduction
- ICA and ICAMM Methods
- Learning Mixtures of Independent Component Analysers
- Hierarchical Clustering from ICA Mixtures
- Application of ICAMM to Impact-Echo Testing
- Cultural Heritage Applications: Archaeological Ceramics and Building Restoration
- Other Applications: Sequential Dependence Modelling and Data Mining
- Conclusions.