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List of works by Juliana Valencia-Aguirre

Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding

scientific article published in 2009

Global and local choice of the number of nearest neighbors in locally linear embedding

scientific article published in December 2011

Human Activity Recognition by Class Label LLE

scientific article published in 2012

Image Synthesis Based on Manifold Learning

scientific article published in 2011

Multiple Manifold Learning by Nonlinear Dimensionality Reduction

scientific article published in 2011

Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks

scientific article published in 2013

Silhouette classification by using manifold learning for automated threat detection

scientific article published in October 2013

Video analysis based on Multi-Kernel Representation with automatic parameter choice

scientific article published in January 2013

Visualization and synthesis of data using manifold learning based on Locally Linear Embedding

scientific article published in May 2011

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