Documentos de Verleysen M. | REDI

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Año de Publicación: "2015"

Subtipo de publicación

Conference Object(1)

Publisher

23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings(1)

Neurocomputing(1)

Área temáticas

Ciencias de la computación(2)

Métodos informáticos especiales(2)

Ciencias Naturales y Matemáticas(1)

Área de conocimiento

Análisis de datos(1)

Aprendizaje automático(1)

Ciencias de la computación(1)

Optimización matemática(1)

Origen

Palabras Claves

Data visualisation(1)

Jensen-Shannon divergence(1)

Manifold learning(1)

Nonlinear dimensionality reduction(1)

Stochastic neighbour embedding(1)

Geometrical homotopy for data visualization

Conference Object

Abstract: This work presents an approach allowing for an interactive visualization of dimensionality reduction

Palabras claves:

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

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.