César Germán Castellanos-Domínguez

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 9

Top Topics

Data Visualization

Dimensionality Reduction

Top Venues

Publications

Diego Armando Perez-Rosero, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
A Regularized Physics-Informed Neural Network to Support Data-Driven Nonlinear Constrained Optimization. Comput. 13 (7) (2024)
Mateo Tobón-Henao, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
Kernel-Based Regularized EEGNet Using Centered Alignment and Gaussian Connectivity for Motor Imagery Discrimination. Comput. 12 (7) (2023)
Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, César Germán Castellanos-Domínguez
Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity. Sensors 23 (5) (2023)
Jenniffer Carolina Triana-Martinez, Julián Gil González, Jose Armando Fernandez-Gallego, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
Chained Deep Learning Using Generalized Cross-Entropy for Multiple Annotators Classification. Sensors 23 (7) (2023)
Paola Alexandra Castro-Cabrera, Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez, Fernando Huenupán, Luis Enrique Franco
Supervised and Unsupervised Identification of Concept Drifts in Data Streams of Seismic-Volcanic Signals. IBERAMIA (2018)
Jose Alejandro Salazar-Castro, Paul D. Rosero-Montalvo, Diego Fernando Peña-Unigarro, Ana Cristina Umaquinga-Criollo, Zenaida Castillo-Marrero, Edgardo Javier Revelo-Fuelagán, Diego Hernán Peluffo-Ordóñez, César Germán Castellanos-Domínguez
A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction. ISNN (2018)
Jose Alejandro Salazar-Castro, Ana Cristina Umaquinga-Criollo, Lilian Dayana Cruz-Cruz, Luis Omar Alpala-Alpala, Catalina González-Castaño, Miguel A. Becerra-Botero, Diego Hernán Peluffo-Ordóñez, César Germán Castellanos-Domínguez
Advances in Homotopy Applied to Object Deformation. IWBBIO (2) (2018)
E. Cuartas-Morales, Y. R. Céspedes-Villar, Juan David Martínez-Vargas, L. F. Arteaga-Daza, César Germán Castellanos-Domínguez
Influence of Population Dependent Forward Models on Distributed EEG Source Reconstruction. IWINAC (1) (2017)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
Evaluation of Example-Based Measures for Multi-label Classification Performance. IWBBIO (1) (2015)
Benhur Ortiz Jaramillo, Sergio A. Orjuela Vargas, Lieva Van Langenhove, César Germán Castellanos-Domínguez, Wilfried Philips
Reviewing, selecting and evaluating features in distinguishing fine changes of global texture. Pattern Anal. Appl. 17 (1) (2014)
Jorge Alberto Jaramillo-Garzón, Joan-Josep Gallardo-Chacón, César Germán Castellanos-Domínguez, Alexandre Perera-Lluna
Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins. BMC Bioinform. 14 (2013)
Sebastian García-López, Jorge Alberto Jaramillo-Garzón, Leonardo Duque-Muñoz, César Germán Castellanos-Domínguez
A Methodology for Optimizing the Cost Matrix in Cost Sensitive Learning Models applied to Prediction of Molecular Functions in Embryophyta Plants. BIOINFORMATICS (2013)
Andrés Eduardo Castro-Ospina, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
Automatic Graph Building Approach for Spectral Clustering. CIARP (1) (2013)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, José Francisco Ruiz-Muñoz, César Germán Castellanos-Domínguez
Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm. CIARP (1) (2013)
S. Murillo Rendón, Diego Hernán Peluffo-Ordóñez, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez
Multi-labeler Analysis for Bi-class Problems Based on Soft-Margin Support Vector Machines. IWINAC (1) (2013)
Cristian Castro Hoyos, Santiago Murillo Rendón, César Germán Castellanos-Domínguez
Heart Sound Segmentation in Noisy Environments. IWINAC (1) (2013)
Sergio García-Vega, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
MoCap Data Segmentation and Classification Using Kernel Based Multi-channel Analysis. CIARP (2) (2013)
G. A. Arango-Argoty, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
Contact potentials via wavelet transform for prediction of subcellular localizations in gram negative bacterial proteins. EMBC (2013)
Elkyn Alexander Belalcázar-Bolaños, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez, Elmar Nöth
New Cues in Low-Frequency of Speech for Automatic Detection of Parkinson's Disease. IWINAC (1) (2013)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
A comparison of multi-label techniques based on problem transformation for protein functional prediction. EMBC (2013)
José Francisco Ruiz-Muñoz, Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez
Threshold Estimation in Energy-Based Methods for Segmenting Birdsong Recordings. CIARP (1) (2013)
Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, César Germán Castellanos-Domínguez
Kernel Spectral Clustering for Motion Tracking: A First Approach. IWINAC (1) (2013)
Santiago Molina-Giraldo, Andrés Marino Álvarez-Meza, Julio C. García-Álvarez, César Germán Castellanos-Domínguez
Video Segmentation Framework by Dynamic Background Modelling. ICIAP (1) (2013)
Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
Motor Imagery Classification for BCI Using Common Spatial Patterns and Feature Relevance Analysis. IWINAC (2) (2013)
Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
Kernel Spectral Clustering for Dynamic Data. CIARP (1) (2013)
Sebastian García-López, Jorge Alberto Jaramillo-Garzón, J. C. Higuita-Vásquez, César Germán Castellanos-Domínguez
Wrapper and Filter Metrics for PSO-based Class Balance Applied to Protein Subcellular Localization. BIOINFORMATICS (2012)
Diego Hernán Peluffo-Ordóñez, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez
An Improved Multi-Class Spectral Clustering Based on Normalized Cuts. CIARP (2012)
Gustavo A. Arango-Argoty, José Francisco Ruiz-Muñoz, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
An adaptation of Pfam profiles to predict protein sub-cellular localization in Gram positive bacteria. EMBC (2012)
Juan Rafael Orozco-Arroyave, S. Murillo Rendón, Andrés Marino Álvarez-Meza, Julián D. Arias-Londoño, Edilson Delgado-Trejos, Jesús Francisco Vargas-Bonilla, César Germán Castellanos-Domínguez
Automatic Selection of Acoustic and Non-Linear Dynamic Features in Voice Signals for Hypernasality Detection. INTERSPEECH (2011)
José Francisco Ruiz-Muñoz, Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez
Feature and Dissimilarity Representations for the Sound-Based Recognition of Bird Species. CIARP (2011)
S. Murillo Rendón, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez
Automatic Detection of Hypernasality in Children. IWINAC (2) (2011)
G. A. Arango-Argoty, Jorge Alberto Jaramillo-Garzón, Sarah Röthlisberger, César Germán Castellanos-Domínguez
Prediction of protein subcellular localization based on variable-length motifs detection and dissimilarity based classification. EMBC (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)
Ruben-Dario Pinzon-Morales, Álvaro Ángel Orozco-Guitiérrez, César Germán Castellanos-Domínguez
Feature selection using an ensemble of optimal wavelet packet and learning machine: Application to MER signals. CSNDSP (2010)
Mauricio Orozco-Alzate, Robert P. W. Duin, César Germán Castellanos-Domínguez
Generalizing Dissimilarity Representations Using Feature Lines. CIARP (2007)
Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez
Comparison of the nearest feature classifiers for face recognition. Mach. Vis. Appl. 17 (5) (2006)