Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding. - Juliana Valencia-Aguirre; Andrés Marino Álvarez-Meza; Genaro Daza-Santacoloma; Germán Castellanos-Domínguez (CIARP, 2009)

Image Synthesis Based on Manifold Learning. - Andrés Marino Álvarez-Meza; Juliana Valencia-Aguirre; Genaro Daza-Santacoloma; Carlos Daniel Acosta-Medina; Germán Castellanos-Domínguez (CAIP (2), 2011)

Multiple Manifold Learning by Nonlinear Dimensionality Reduction. - Juliana Valencia-Aguirre; Andrés Marino Álvarez-Meza; Genaro Daza-Santacoloma; Carlos Daniel Acosta-Medina; César Germán Castellanos-Domínguez (CIARP, 2011)

Global and local choice of the number of nearest neighbors in locally linear embedding. - Andrés Marino Álvarez-Meza; Juliana Valencia-Aguirre; Genaro Daza-Santacoloma; Germán Castellanos-Domínguez (Pattern Recognit. Lett., 2011)

Human Activity Recognition by Class Label LLE. - Juliana Valencia-Aguirre; Andrés Marino Álvarez-Meza; Genaro Daza-Santacoloma; Carlos Daniel Acosta-Medina; Germán Castellanos-Domínguez (CIARP, 2012)

Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks. - Juan Beltrán-Castro; Juliana Valencia-Aguirre; Mauricio Orozco-Alzate; Germán Castellanos-Domínguez; Carlos Manuel Travieso-González (IWANN (1), 2013)

Video analysis based on Multi-Kernel Representation with automatic parameter choice. - Andrés Marino Álvarez-Meza; Juliana Valencia-Aguirre; Genaro Daza-Santacoloma; Carlos Daniel Acosta-Medina; Germán Castellanos-Domínguez (Neurocomputing, 2013)