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Subtipo de publicación
Conference Object(3)
Publisher
22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings(1)
Advances in Intelligent Systems and Computing(1)
ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods(1)
Área temáticas
Métodos informáticos especiales(2)
Programación informática, programas, datos, seguridad(1)
Año de Publicación
2014(3)
Origen
scopus(3)
Unsupervised relevance analysis for feature extraction and selection: A distance-based approach for feature relevance
Conference ObjectAbstract: The aim of this paper is to propose a new generalized formulation for feature extraction based on diPalabras claves:Feature Extraction, Feature relevance, feature selection, M-norm, PCaAutores:Castellanos-Dominguez G., Diego Hernán Peluffo-Ordóñez, Lee J.A., Rodríguez J.L., Verleysen M.Fuentes:scopusShort Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding
Conference ObjectAbstract: Dimensionality reduction methods aimed at preserving the data topology have shown to be suitable forPalabras claves:Dimensionality reduction, divergences, similarity, stochastic neighbor embeddingAutores:Diego Hernán Peluffo-Ordóñez, Lee J.A., Verleysen M.Fuentes:scopusRecent methods for dimensionality reduction: A brief comparative analysis
Conference ObjectAbstract: Dimensionality reduction is a key stage for both the design of a pattern recognition system or dataPalabras claves:Autores:Diego Hernán Peluffo-Ordóñez, Lee J.A., Verleysen M.Fuentes:scopus