Documentos de Verleysen M. | REDI

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Área de conocimiento: "Estadísticas"

Subtipo de publicación

Conference Object(2)

Publisher

Advances in Intelligent Systems and Computing(1)

ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods(1)

Área temáticas

Funcionamiento de bibliotecas y archivos(2)

Métodos informáticos especiales(1)

Área de conocimiento

Aprendizaje automático(2)

Ciencias de la computación(2)

Año de Publicación

Origen

Palabras Claves

Dimensionality reduction(1)

Feature Extraction(1)

Feature relevance(1)

Unsupervised relevance analysis for feature extraction and selection: A distance-based approach for feature relevance

Conference Object

Abstract: The aim of this paper is to propose a new generalized formulation for feature extraction based on di

Palabras claves:

Feature Extraction, Feature relevance, feature selection, M-norm, PCa

Castellanos-Dominguez G., Diego Hernán Peluffo-Ordóñez, Lee J.A., Rodríguez J.L., Verleysen M.

Short Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding

Conference Object

Abstract: Dimensionality reduction methods aimed at preserving the data topology have shown to be suitable for

Palabras claves:

Dimensionality reduction, divergences, similarity, stochastic neighbor embedding

Diego Hernán Peluffo-Ordóñez, Lee J.A., Verleysen M.