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Contributions to High-Dimensional Pattern Recognition

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Villegas Santamaría, M. (2011). Contributions to High-Dimensional Pattern Recognition [Tesis doctoral no publicada]. Universitat Politècnica de València. doi:10.4995/Thesis/10251/10939.

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/10939

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Title: Contributions to High-Dimensional Pattern Recognition
Author:
Director(s): Paredes Palacios, Roberto
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Read date / Event date:
2011-05-16
Issued date:
Abstract:
This thesis gathers some contributions to statistical pattern recognition particularly targeted at problems in which the feature vectors are high-dimensional. Three pattern recognition scenarios are addressed, namely pattern ...[+]
Subjects: Pattern recognition , Dimensionality reduction , Classification , Regression , Ranking
Copyrigths: Reserva de todos los derechos
DOI: 10.4995/Thesis/10251/10939
Type: Tesis doctoral

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