David Cárdenas-Peña

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 23

Top Topics

Kernel Learning

Mri Segmentation

Multiple Kernel Learning

Unsupervised Clustering

Top Venues

Publications

Cristian Jimenez Castaño, A. Álvarez-Meza, David Cárdenas-Peña, Álvaro Ángel Orozco-Guitiérrez, J. Guerrero-Erazo
Kreĭn twin support vector machines for imbalanced data classification. Pattern Recognit. Lett. 182 (2024)
Jonnatan Arias-Garcia, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Cárdenas-Peña, Jorge Iván Ríos Patiño
Brain Shape Correspondence Analysis Using Functional Maps. ISVC (2) (2022)
Andrés F. Valencia-Duque, David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez, Héctor F. Quintero-Riaza
Tdnn-Based Engine In-Cylinder Pressure Estimation from Shaft Velocity Spectral Representation. Sensors 21 (6) (2021)
Julián D. Pastrana-Cortes, Maria Camila Maya-Piedrahita, Paula Marcela Herrera-Gómez, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
Interpretable Diagnosis of ADHD Based on Wavelet Features and Logistic Regression. IWAIPR (2021)
S. Galindo-Noreña, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
CSP-based discriminative capacity index from EEG supporting ADHD diagnosis. EUSIPCO (2020)
Maria Camila Maya-Piedrahita, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
Diagnosis of attention deficit and hyperactivity disorder (ADHD) using Hidden Markov Models. EUSIPCO (2020)
Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease. Int. J. Neural Syst. 29 (2) (2019)
J. A. Hernández-Muriel, J. C. Mejía-Hernández, Julián D. Echeverry-Correa, Álvaro Á. Orozco, David Cárdenas-Peña
HAPAN: Support Tool for Practicing Regional Anesthesia in Peripheral Nerves. IWINAC (1) (2019)
Julian Caicedo-Acosta, David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Jorge I. Padilla-Buritica, Germán Castaño Duque, Germán Castellanos-Domínguez
Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition. IWINAC (1) (2019)
Daniel Guillermo García-Murillo, Andrés M. Álvarez, David Cárdenas-Peña, William Hincapie-Restrepo, Germán Castellanos-Domínguez
Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images. CIARP (2019)
Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez
Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks. CIARP (2019)
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)
Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez
Sub Band CSP Using Spatial Entropy-Based Relevance in MI Tasks. IWAIPR (2018)
David Luna-Naranjo, Juana Valeria Hurtado-Rincón, David Cárdenas-Peña, V. H. Castro, Héctor Fabio Torres, Germán Castellanos-Domínguez
EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI Systems. CIARP (2018)
Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers. CIARP (2018)
Daniel Guillermo García-Murillo, David Cárdenas-Peña, Germán Castellanos-Domínguez
Relevance of Filter Bank Common Spatial Patterns Using Multiple Kernel Learning in Motor Imagery. IWAIPR (2018)
Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning. IWAIPR (2018)
Luisa Fernanda Velásquez-Martínez, F. Y. Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Domínguez
Detecting EEG Dynamic Changes Using Supervised Temporal Patterns. IWAIPR (2018)
David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
Supervised kernel approach for automated learning using General Stochastic Networks. Eng. Appl. Artif. Intell. 68 (2018)
David Luna-Naranjo, David Cárdenas-Peña, Germán Castellanos-Domínguez
Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery Tasks. IWAIPR (2018)
Julian Caicedo-Acosta, Luisa Fernanda Velásquez-Martínez, David Cárdenas-Peña, Germán Castellanos-Domínguez
Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces. IWAIPR (2018)
Diego Fabian Collazos-Huertas, A. Tobar-Rodriguez, David Cárdenas-Peña, Germán Castellanos-Domínguez
MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis. IWINAC (1) (2017)
David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Germán Castellanos-Domínguez
Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis. Comput. Math. Methods Medicine 2016 (2016)
Esther E. Bron, Marion Smits, Wiesje M. van der Flier, Hugo Vrenken, Frederik Barkhof, Philip Scheltens, Janne M. Papma, Rebecca M. E. Steketee, Carolina Méndez Orellana, Rozanna Meijboom, Madalena Pinto, Joana R. Meireles, Carolina Garrett, António J. Bastos-Leite, Ahmed Abdulkadir, Olaf Ronneberger, Nicola Amoroso, Roberto Bellotti, David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Chester V. Dolph, Khan M. Iftekharuddin, Simon F. Eskildsen, Pierrick Coupé, Vladimir S. Fonov, Katja Franke
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge. NeuroImage 111 (2015)
David Cárdenas-Peña, Álvaro Á. Orozco, Germán Castellanos-Domínguez
Information-Based Cost Function for a Bayesian MRI Segmentation Framework. ICIAP (1) (2015)
Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models. CIARP (2015)
Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation. IbPRIA (2015)
David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez
Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric. IWINAC (1) (2015)
Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation. ICIAP (1) (2015)
Vaïa Machairas, Matthieu Faessel, David Cárdenas-Peña, Théodore Chabardès, Thomas Walter, Etienne Decencière
Waterpixels. IEEE Trans. Image Process. 24 (11) (2015)
E. Cuartas-Morales, David Cárdenas-Peña, Germán Castellanos-Domínguez
Influence of anisotropic white matter modeling on EEG source localization. EMBC (2014)
David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez
Kernel-based Atlas Image Selection for brain tissue segmentation. EMBC (2014)
Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Andrés Eduardo Castro-Ospina, Mauricio A. Álvarez, Germán Castellanos-Domínguez
Tensor-product kernel-based representation encoding joint MRI view similarity. EMBC (2014)
Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Germán Castellanos-Domínguez
Unsupervised Kernel Function Building Using Maximization of Information Potential Variability. CIARP (2014)
David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
Kernel-Based Image Representation for Brain MRI Discrimination. CIARP (2014)
David Cárdenas-Peña, Mauricio Orbes-Arteaga, Andrés Eduardo Castro-Ospina, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
A Kernel-Based Representation to Support 3D MRI Unsupervised Clustering. ICPR (2014)
David Cárdenas-Peña, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez
Selection of time-variant features for earthquake classification at the Nevado-del-Ruiz volcano. Comput. Geosci. 51 (2013)
David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
Local binary fitting energy solution by graph cuts for MRI segmentation. EMBC (2013)
David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
Extraction of Stationary Spectral Components Using Stochastic Variability. CIARP (2012)
Juan David Martínez-Vargas, David Cárdenas-Peña, Germán Castellanos-Domínguez
Extraction of stationary components in biosignal discrimination. EMBC (2012)