César Germán Castellanos-Domínguez

36 papers A 1C 5Journal 7Unranked 23

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