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Optimized Dimensionality Reduction Methods for Interval-Valued Variables and Their Application to Facial Recognition

The center method, which was first proposed in Rev. Stat. Appl. 1997 by Cazes et al. and Stat. Anal. Data Mining 2011 by Douzal-Chouakria et al., extends the well-known Principal Component Analysis (PCA) method to particular types of symbolic objects that are characterized by multivalued interval-ty...

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Detalles Bibliográficos
Autores principales: Arce Garro, Jorge, Rodríguez Rojas, Oldemar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514237/
http://dx.doi.org/10.3390/e21101016