Carlos Daniel Acosta-Medina

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 3

Top Topics

Activity Recognition

Spectral Clustering

Top Venues

Publications

Julian Caicedo-Acosta, German A. Castaño, Carlos Daniel Acosta-Medina, Andres Álvarez-Meza, Germán Castellanos-Domínguez
Deep Neural Regression Prediction of Motor Imagery Skills Using EEG Functional Connectivity Indicators. Sensors 21 (6) (2021)
Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castaño Duque, Germán Castellanos-Domínguez
CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification. Brain Informatics 7 (1) (2020)
Luisa Fernanda Velásquez-Martínez, David Luna-Naranjo, David Cárdenas-Peña, Carlos Daniel Acosta-Medina, German A. Castaño, Germán Castellanos-Domínguez
Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification. BI (2019)
Juan David Martínez-Vargas, Cristian Castro Hoyos, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints. ICPR (2014)
Diego Hernán Peluffo-Ordóñez, Cristian Castro Hoyos, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Quadratic Problem Formulation with Linear Constraints for Normalized Cut Clustering. CIARP (2014)
Cristian Castro Hoyos, Fily Mateos Grisales-Franco, Juan David Martínez-Vargas, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Stationary Signal Separation Using Multichannel Local Segmentation. CIARP (2014)
Edgar F. Sierra-Alonso, Oscar Cardona-Morales, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Spectral Correlation Measure for Selecting Intrinsic Mode Functions. CIARP (2014)
Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Automatic Singular Spectrum Analysis for Time-Series Decomposition. ESANN (2013)
Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, Diego Chavez-Chamorro, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Normalized cuts clustering with prior knowledge and a pre-clustering stage. ESANN (2013)
Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Video analysis based on Multi-Kernel Representation with automatic parameter choice. Neurocomputing 100 (2013)
Diego Hernán Peluffo-Ordóñez, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez
An Improved Multi-Class Spectral Clustering Based on Normalized Cuts. CIARP (2012)
Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Human Activity Recognition by Class Label LLE. CIARP (2012)
Lina María Sepúlveda-Cano, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Finite Rank Series Modeling for Discrimination of Non-stationary Signals. CIARP (2012)
Lina María Sepúlveda-Cano, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Relevance Analysis of Stochastic Biosignals for Identification of Pathologies. EURASIP J. Adv. Signal Process. 2011 (2011)
Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez
Multiple Manifold Learning by Nonlinear Dimensionality Reduction. CIARP (2011)
Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Image Synthesis Based on Manifold Learning. CAIP (2) (2011)
Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Regularization parameter choice in locally linear embedding. Neurocomputing 73 (10-12) (2010)