Documentos de Verleysen M. | REDI

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Área de conocimiento: "Optimización matemática"

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Conference Object(1)

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22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings(1)

Neurocomputing(1)

Área temáticas

Ciencias Naturales y Matemáticas(1)

Ciencias de la computación(1)

Métodos informáticos especiales(1)

Área de conocimiento

Aprendizaje automático(2)

Ciencias de la computación(1)

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Palabras Claves

Data visualisation(1)

Jensen-Shannon divergence(1)

Manifold learning(1)

Nonlinear dimensionality reduction(1)

Stochastic neighbour embedding(1)

Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure

Abstract: Stochastic neighbour embedding (SNE) and its variants are methods of nonlinear dimensionality reduct

Palabras claves:

Data visualisation, Jensen-Shannon divergence, Manifold learning, Nonlinear dimensionality reduction, Stochastic neighbour embedding

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

Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction

Conference Object

Abstract: Stochastic neighbor embedding (SNE) is a method of dimensionality reduction that involves softmax si

Palabras claves:

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