default search action
David Cárdenas-Peña
Person information
- affiliation: National University of Colombia, Signal Processing and Recognition Group, Manizales
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j13]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: 39-45 (2024) - 2023
- [j12]Diego Fabian Collazos-Huertas
Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity. Sensors 23(5): 2750 (2023) - [j11]Yeison Nolberto Cardona-Álvarez, Andrés Marino Álvarez-Meza
A Novel OpenBCI Framework for EEG-Based Neurophysiological Experiments. Sensors 23(7): 3763 (2023) - [c35]Mauricio Castaño, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Augusto Cárdenas-Peña:
Bayesian Iterative Closest Point for Shape Analysis of Brain Structures. ICPRAM 2023: 920-925 - 2022
- [j10]Maria Camila Maya-Piedrahita, Paula Marcela Herrera-Gómez, Laura Berrío-Mesa, David Augusto Cárdenas-Peña, Álvaro Ángel Orozco-Guitiérrez
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models. Int. J. Neural Syst. 32(3): 2250008:1-2250008:16 (2022) - [c34]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: 3-12 - 2021
- [j9]Andrés F. Valencia-Duque
Tdnn-Based Engine In-Cylinder Pressure Estimation from Shaft Velocity Spectral Representation. Sensors 21(6): 2186 (2021) - [j8]Cristian Alfonso Jimenez Castaño
Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation. Sensors 21(22): 7741 (2021) - [c33]Viviana Gómez-Orozco, Cristian Blanco Martínez, David Augusto Cárdenas-Peña, Paula Marcela Herrera-Gómez, Álvaro Ángel Orozco-Guitiérrez:
EEG representation approach based on Kernel Canonical Correlation Analysis highlighting discriminative patterns for BCI applications. EMBC 2021: 955-958 - [c32]Harold Mauricio Díaz-Vargas
Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net. IWAIPR 2021: 124-133 - [c31]Julián D. Pastrana-Cortes
Interpretable Diagnosis of ADHD Based on Wavelet Features and Logistic Regression. IWAIPR 2021: 424-433 - 2020
- [j7]Luis Ariosto Serna Cardona
Classification of Categorical Data Based on the Chi-Square Dissimilarity and t-SNE. Comput. 8(4): 104 (2020) - [c30]Maria Camila Maya-Piedrahita, David Cárdenas-Peña
Diagnosis of attention deficit and hyperactivity disorder (ADHD) using Hidden Markov Models. EUSIPCO 2020: 1205-1209 - [c29]S. Galindo-Noreña, David Cárdenas-Peña
CSP-based discriminative capacity index from EEG supporting ADHD diagnosis. EUSIPCO 2020: 1343-1347
2010 – 2019
- 2019
- [j6]Diego Fabian Collazos-Huertas
Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease. Int. J. Neural Syst. 29(2): 1850042:1-1850042:12 (2019) - [c28]Luisa Fernanda Velásquez-Martínez, David Luna-Naranjo, David Cárdenas-Peña
Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification. BI 2019: 13-20 - [c27]Daniel Guillermo García-Murillo, Andrés M. Álvarez, David Cárdenas-Peña
Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images. CIARP 2019: 357-364 - [c26]Camilo López-Montes, David Cárdenas-Peña
Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks. CIARP 2019: 620-628 - [c25]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: 130-137 - [c24]Julian Caicedo-Acosta, David Cárdenas-Peña
Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition. IWINAC (1) 2019: 244-251 - 2018
- [j5]David Cárdenas-Peña
Supervised kernel approach for automated learning using General Stochastic Networks. Eng. Appl. Artif. Intell. 68: 10-17 (2018) - [c23]Diego Fabian Collazos-Huertas
Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers. CIARP 2018: 100-108 - [c22]David Luna-Naranjo, Juana Valeria Hurtado-Rincón, David Cárdenas-Peña
EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI Systems. CIARP 2018: 820-828 - [c21]Diego Fabian Collazos-Huertas
Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning. IWAIPR 2018: 201-209 - [c20]Daniel Guillermo García-Murillo, David Cárdenas-Peña
Relevance of Filter Bank Common Spatial Patterns Using Multiple Kernel Learning in Motor Imagery. IWAIPR 2018: 210-218 - [c19]Julian Caicedo-Acosta, Luisa Fernanda Velásquez-Martínez, David Cárdenas-Peña
Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces. IWAIPR 2018: 326-333 - [c18]Camilo López-Montes, David Cárdenas-Peña
Sub Band CSP Using Spatial Entropy-Based Relevance in MI Tasks. IWAIPR 2018: 334-341 - [c17]Luisa Fernanda Velásquez-Martínez, F. Y. Zapata-Castaño
Detecting EEG Dynamic Changes Using Supervised Temporal Patterns. IWAIPR 2018: 351-358 - [c16]David Luna-Naranjo, David Cárdenas-Peña
Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery Tasks. IWAIPR 2018: 359-367 - 2017
- [c15]Diego Fabian Collazos-Huertas
MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis. IWINAC (1) 2017: 363-373 - 2016
- [j4]David Cárdenas-Peña
Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis. Comput. Math. Methods Medicine 2016: 9523849:1-9523849:10 (2016) - 2015
- [j3]Esther E. Bron
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge. NeuroImage 111: 562-579 (2015) - [j2]Vaïa Machairas, Matthieu Faessel, David Cárdenas-Peña
Waterpixels. IEEE Trans. Image Process. 24(11): 3707-3716 (2015) - [c14]Mauricio Orbes-Arteaga
Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models. CIARP 2015: 391-399 - [c13]Mauricio Orbes-Arteaga
Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation. IbPRIA 2015: 300-308 - [c12]David Cárdenas-Peña
Information-Based Cost Function for a Bayesian MRI Segmentation Framework. ICIAP (1) 2015: 548-556 - [c11]Mauricio Orbes-Arteaga
Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation. ICIAP (1) 2015: 658-667 - [c10]David Cárdenas-Peña
Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric. IWINAC (1) 2015: 398-407 - 2014
- [c9]Andrés Marino Álvarez-Meza, David Cárdenas-Peña
Unsupervised Kernel Function Building Using Maximization of Information Potential Variability. CIARP 2014: 335-342 - [c8]David Cárdenas-Peña
Kernel-Based Image Representation for Brain MRI Discrimination. CIARP 2014: 343-350 - [c7]David Cárdenas-Peña
Kernel-based Atlas Image Selection for brain tissue segmentation. EMBC 2014: 2895-2898 - [c6]Andrés Marino Álvarez-Meza, David Cárdenas-Peña
Tensor-product kernel-based representation encoding joint MRI view similarity. EMBC 2014: 3897-3900 - [c5]E. Cuartas-Morales
Influence of anisotropic white matter modeling on EEG source localization. EMBC 2014: 4920-4923 - [c4]David Cárdenas-Peña
A Kernel-Based Representation to Support 3D MRI Unsupervised Clustering. ICPR 2014: 3203-3208 - 2013
- [j1]David Cárdenas-Peña
Selection of time-variant features for earthquake classification at the Nevado-del-Ruiz volcano. Comput. Geosci. 51: 293-304 (2013) - [c3]David Cárdenas-Peña
Local binary fitting energy solution by graph cuts for MRI segmentation. EMBC 2013: 5131-5134 - 2012
- [c2]David Cárdenas-Peña
Extraction of Stationary Spectral Components Using Stochastic Variability. CIARP 2012: 765-772 - [c1]Juan David Martínez-Vargas, David Cárdenas-Peña
Extraction of stationary components in biosignal discrimination. EMBC 2012: 1-4
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:24 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: