Germán Castellanos-Domínguez

213 papers A* 1A 3B 11C 30Misc 6Journal 68Unranked 94

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Explainable Framework Integrating Local Biplots and Gaussian Processes for Unemployment Rate Prediction in Colombia. Comput. Diego Armando Perez-Rosero, Diego Alejandro Manrique-Cabezas, Jenniffer Carolina Triana-Martinez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	An Interpretable Artificial Intelligence Approach for Reliability and Regulation-Aware Decision Support in Power Systems. Comput. Diego Armando Perez-Rosero, Santiago Pineda-Quintero, Juan Carlos Álvarez-Barreto, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Artificial Intelligence-Driven Mobile Platform for Thermographic Imaging to Support Maternal Health Care. Comput. Lucas Miguel Iturriago-Salas, Jeison Andres Mesa-Sarmiento, Paola Alexandra Castro-Cabrera, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Cross-Dataset Data Augmentation Using UMAP for Deep Learning-Based Wind Speed Prediction. Comput. Eder Arley León-Gómez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Explainable Deep Kernel Learning for Interpretable Automatic Modulation Classification. Comput. Carlos Enrique Mosquera-Trujillo, Juan Camilo Lugo-Rojas, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Notes on Kernel Methods in Machine Learning. CoRR Diego Armando Perez-Rosero, Danna Valentina Salazar-Dubois, Juan Camilo Lugo-Rojas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Pulse-Driven Spin Paradigm for Noise-Aware Quantum Classification. Comput. Carlos Riascos-Moreno, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Revolutionizing Data Exchange Through Intelligent Automation: Insights and Trends. Comput. Yeison Nolberto Cardona-Álvarez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2023	J	`jnl`	A Novel OpenBCI Framework for EEG-Based Neurophysiological Experiments. Sensors Yeison Nolberto Cardona-Álvarez, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, Germán Castellanos-Domínguez
2023	J	`jnl`	Affective Neural Responses Sonified through Labeled Correlation Alignment. Sensors Andrés Marino Álvarez-Meza, Héctor Fabio Torres Cardona, Mauricio Orozco-Alzate, Hernan Dario Perez-Nastar, Germán Castellanos-Domínguez
2023	J	`jnl`	Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion J. M. Górriz, I. Álvarez Illán, Agustín Álvarez-Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez-Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, Victoria Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, Shui-Hua Wang, Wei Wang, Yu-Dong Zhang, Hengde Zhu, Ziquan Zhu, José Manuel Ferrández-Vicente
2023	J	`jnl`	Feet Segmentation for Regional Analgesia Monitoring Using Convolutional RFF and Layer-Wise Weighted CAM Interpretability. Comput. Juan Carlos Aguirre-Arango, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2022	—	`conf`	Deep Learning Semantic Segmentation of Feet Using Infrared Thermal Images. IBERAMIA Rafael Mejia-Zuluaga, Juan Carlos Aguirre-Arango, Diego Collazos-Huertas, Jessica Daza-Castillo, Néstor Valencia-Marulanda, Mauricio Calderón-Marulanda, Oscar David Aguirre-Ospina, Andrés Álvarez-Meza, Germán Castellanos-Domínguez
2022	J	`jnl`	Subject-Dependent Artifact Removal for Enhancing Motor Imagery Classifier Performance under Poor Skills. Sensors Mateo Tobón-Henao, Andrés Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability. Sensors Cristian Kaori Valencia-Marin, Juan Diego Pulgarin-Giraldo, Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	Deep Neural Regression Prediction of Motor Imagery Skills Using EEG Functional Connectivity Indicators. Sensors Julian Caicedo-Acosta, German A. Castaño, Carlos Daniel Acosta-Medina, Andrés Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires. Sensors Diego Fabian Collazos-Huertas, Luisa Fernanda Velásquez-Martínez, Hernan Dario Perez-Nastar, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	Relevant information undersampling to support imbalanced data classification. Neurocomputing J. Hoyos-Osorio, A. Álvarez-Meza, Genaro Daza-Santacoloma, Álvaro-Ángel Orozco-Gutierrez, Germán Castellanos-Domínguez
2021	J	`jnl`	Single-Trial Kernel-Based Functional Connectivity for Enhanced Feature Extraction in Motor-Related Tasks. Sensors Daniel Guillermo García-Murillo, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks. Biomed. Signal Process. Control. Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2020	J	`jnl`	A time-series prediction framework using sequential learning algorithms and dimensionality reduction within a sparsification approach. Pattern Recognit. Lett. Sergio García-Vega, E. A. León-Gómez, Germán Castellanos-Domínguez
2020	J	`jnl`	CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification. Brain Informatics Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castaño Duque, Germán Castellanos-Domínguez
2020	J	`jnl`	Entropy-Based Estimation of Event-Related De/Synchronization in Motor Imagery Using Vector-Quantized Patterns. Entropy Luisa Fernanda Velásquez-Martínez, Julian Caicedo-Acosta, Germán Castellanos-Domínguez
2020	J	`jnl`	Individual Detection of Citrus and Avocado Trees Using Extended Maxima Transform Summation on Digital Surface Models. Remote. Sens. Daniel Guillermo García-Murillo, Julian Caicedo-Acosta, Germán Castellanos-Domínguez
2020	J	`jnl`	Influence of Patient-Specific Head Modeling on EEG Source Imaging. Comput. Math. Methods Medicine Yohan Ricardo Céspedes Villar, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2020	J	`jnl`	Video-based social behavior recognition based on kernel relevance analysis. Vis. Comput. Jorge Fernández-Ramírez, A. Álvarez-Meza, E. M. Pereira, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez
2019	J	`jnl`	Emulating the perceptual capabilities of a human evaluator to map the GRB scale for the assessment of voice disorders. Eng. Appl. Artif. Intell. Jorge Andrés Gómez García, Laureano Moro-Velázquez, Janaina Mendes-Laureano, Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente
2019	J	`jnl`	Enhanced Data Covariance Estimation Using Weighted Combination of Multiple Gaussian Kernels for Improved M/EEG Source Localization. Int. J. Neural Syst. Juan David Martínez-Vargas, Leonardo Duque-Muñoz, Jesús Francisco Vargas-Bonilla, José David López, Germán Castellanos-Domínguez
2019	—	`conf`	Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications. IWINAC (1) Luisa Fernanda Velásquez-Martínez, Frank Yesid Zapata-Castaño, Jorge I. Padilla-Buritica, José Manuel Ferrández de Vicente, Germán Castellanos-Domínguez
2019	J	`jnl`	Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease. Int. J. Neural Syst. Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2019	—	`conf`	Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition. IWINAC (1) Julian Caicedo-Acosta, David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Jorge I. Padilla-Buritica, Germán Castaño Duque, Germán Castellanos-Domínguez
2019	—	`conf`	Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification. BI Luisa Fernanda Velásquez-Martínez, David Luna-Naranjo, David Cárdenas-Peña, Carlos Daniel Acosta-Medina, German A. Castaño, Germán Castellanos-Domínguez
2019	J	`jnl`	Similarity preservation in dimensionality reduction using a kernel-based cost function. Pattern Recognit. Lett. Sergio García-Vega, Germán Castellanos-Domínguez
2019	C	`conf`	Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images. CIARP Daniel Guillermo García-Murillo, Andrés M. Álvarez, David Cárdenas-Peña, William Hincapie-Restrepo, Germán Castellanos-Domínguez
2019	—	`conf`	Subject-Oriented Dynamic Characterization of Motor Imagery Tasks Using Complexity Analysis. BI Luisa Fernanda Velásquez-Martínez, L. F. Arteaga-Daza, Germán Castellanos-Domínguez
2019	C	`conf`	Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks. CIARP Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez
2019	J	`jnl`	Supervised piecewise network connectivity analysis for enhanced confidence of auditory oddball tasks. Biomed. Signal Process. Control. Jorge I. Padilla-Buritica, Juana Valeria Hurtado-Rincón, Germán Castellanos-Domínguez
2019	Misc	`conf`	Time Series Prediction for Kernel-based Adaptive Filters Using Variable Bandwidth, Adaptive Learning-rate, and Dimensionality Reduction. ICASSP Sergio García-Vega, E. A. León-Gómez, Germán Castellanos-Domínguez
2018	C	`conf`	Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel Learning. CIARP Juan Diego Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, Steven Van Vaerenbergh, Ignacio Santamaría, Germán Castellanos-Domínguez
2018	—	`conf`	Assessment of Source Connectivity for Emotional States Discrimination. BI Juan David Martínez-Vargas, Daniel Alexis Nieto-Mora, Pablo Andrés Muñoz-Gutiérrez, Y. R. Céspedes-Villar, Eduardo Giraldo, Germán Castellanos-Domínguez
2018	—	`conf`	Detecting EEG Dynamic Changes Using Supervised Temporal Patterns. IWAIPR Luisa Fernanda Velásquez-Martínez, Frank Yesid Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	—	`conf`	EEG Based Brain Mapping by Using Frequency-Spatio-Temporal Constraints. BI Pablo Andrés Muñoz-Gutiérrez, Juan David Martínez-Vargas, Sergio García-Vega, Eduardo Giraldo, Germán Castellanos-Domínguez
2018	C	`conf`	EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI Systems. CIARP David Luna-Naranjo, Juana Valeria Hurtado-Rincón, David Cárdenas-Peña, V. H. Castro, Héctor Fabio Torres, Germán Castellanos-Domínguez
2018	—	`conf`	Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery Tasks. IWAIPR David Luna-Naranjo, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	C	`conf`	Forward Modelling Complexity Influence in EEG Source Localization Using Real EEG Data. CIARP Ernesto Cuartas-Morales, Yohan Ricardo Céspedes Villar, Carlos Daniel Acosta, Germán Castellanos-Domínguez
2018	—	`conf`	Functional Connectivity Analysis Using the Oddball Auditory Paradigm for Attention Tasks. BI Juana Valeria Hurtado-Rincón, Francia Restrepo, Jorge Ivan Padilla, Héctor Fabio Torres, Germán Castellanos-Domínguez
2018	C	`conf`	Gender Effects on an EEG-Based Emotion Level Classification System. CIARP Iván De La Pava, A. Álvarez-Meza, Paula Herrera, Germán Castellanos-Domínguez, Álvaro Orozco
2018	—	`conf`	Generalized Low-Computational Cost Laplacian Eigenmaps. IDEAL (1) Jose Alejandro Salazar-Castro, D. F. Peña-Unigarro, Cielo K. Basante-Villota, C. Ortega, Lilian Dayana Cruz-Cruz, Edgardo Javier Revelo-Fuelagán, X. P. Blanco-Valencia, Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez
2018	—	`conf`	Influence of Realistic Head Modeling on EEG Forward Problem. BI Ernesto Cuartas-Morales, Yohan Ricardo Céspedes Villar, Héctor Fabio Torres Cardona, Carlos Daniel Acosta, Germán Castellanos-Domínguez
2018	—	`conf`	Influence of Time-Series Extraction on Binge Drinking Interpretability Using Functional Connectivity Analysis. BI Jorge Ivan Padilla-Buriticá, Héctor Fabio Torres, Ernesto Pereda, A. Correa, Germán Castellanos-Domínguez
2018	C	`conf`	Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers. CIARP Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	—	`conf`	Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning. IWAIPR Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	—	`conf`	Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces. IWAIPR Julian Caicedo-Acosta, Luisa Fernanda Velásquez-Martínez, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	B	`conf`	Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification. SISAP José Francisco Ruiz-Muñoz, Germán Castellanos-Domínguez, Mauricio Orozco-Alzate
2018	—	`conf`	Relevance of Filter Bank Common Spatial Patterns Using Multiple Kernel Learning in Motor Imagery. IWAIPR Daniel Guillermo García-Murillo, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	C	`conf`	Short Time EEG Connectivity Features to Support Interpretability of MI Discrimination. CIARP Viviana Gómez-Orozco, A. Álvarez-Meza, Paula Herrera, Germán Castellanos-Domínguez, Álvaro Orozco
2018	—	`conf`	Sub Band CSP Using Spatial Entropy-Based Relevance in MI Tasks. IWAIPR Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	J	`jnl`	Supervised kernel approach for automated learning using General Stochastic Networks. Eng. Appl. Artif. Intell. David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2017	—	`conf`	Detection of EEG Dynamic Changes Due to Stimulus-Related Activity in Motor Imagery Recordings. IWINAC (1) Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2017	—	`conf`	EEG Source Imaging Based on Dynamic Sparse Coding as ADHD Biomarker. IWINAC (1) Fily Mateos Grisales-Franco, J. M. Medina-Salcedo, D. M. Ovalle-Martínez, Juan David Martínez-Vargas, Daniel Guillermo García-Murillo, Germán Castellanos-Domínguez
2017	—	`conf`	Identification of Nonstationary Brain Networks Using Time-Variant Autoregressive Models. IWINAC (1) Juan David Martínez-Vargas, José David López, Felipe Rendón-Castrillón, Gregor Strobbe, Pieter van Mierlo, Germán Castellanos-Domínguez, Diana Ovalle-Martínez
2017	—	`conf`	Influence of Anisotropic Blood Vessels Modeling on EEG Source Localization. IWINAC (1) E. Cuartas-Morales, Angel Torrado-Carvajal, Juan Antonio Hernández Tamames, Norberto Malpica, Germán Castellanos-Domínguez
2017	J	`jnl`	Kernel-based dimensionality reduction using Renyi's α-entropy measures of similarity. Neurocomputing Andrés Marino Álvarez-Meza, John Aldo Lee, Michel Verleysen, Germán Castellanos-Domínguez
2017	—	`conf`	MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis. IWINAC (1) Diego Fabian Collazos-Huertas, A. Tobar-Rodriguez, David Cárdenas-Peña, Germán Castellanos-Domínguez
2017	—	`conf`	Non-linear Covariance Estimation for Reconstructing Neural Activity with MEG/EEG Data. IWINAC (1) Leonardo Duque-Muñoz, Juan David Martínez-Vargas, Germán Castellanos-Domínguez, Jesús Francisco Vargas-Bonilla, José David López
2017	—	`conf`	Relevant Kinematic Feature Selection to Support Human Action Recognition in MoCap Data. IWINAC (2) Juan D. Pulgarin-Giraldo, A. A. Ruales-Torres, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2017	—	`conf`	Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis. IWINAC (2) Jorge Ivan Padilla-Buriticá, Juan David Martínez-Vargas, A. Suárez-Ruiz, José Manuel Ferrández, Germán Castellanos-Domínguez
2016	C	`conf`	A Similarity Indicator for Differentiating Kinematic Performance Between Qualified Tennis Players. CIARP Juan D. Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, L. G. Melo-Betancourt, S. Ramos-Bermudez, Germán Castellanos-Domínguez
2016	—	`conf`	Assessment of the Relation Between Low-Frequency Features and Velum Opening by Using Real Articulatory Data. SPECOM Alexander Sepúlveda-Sepúlveda, Germán Castellanos-Domínguez
2016	J	`jnl`	Automatic graph pruning based on kernel alignment for spectral clustering. Pattern Recognit. Lett. Andrés Marino Álvarez-Meza, Andrés Eduardo Castro-Ospina, Germán Castellanos-Domínguez
2016	J	`jnl`	Background modeling using Object-based Selective Updating and Correntropy adaptation. Image Vis. Comput. Andrés Marino Álvarez-Meza, Santiago Molina-Giraldo, Germán Castellanos-Domínguez
2016	J	`jnl`	Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis. Comput. Math. Methods Medicine David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Germán Castellanos-Domínguez
2016	J	`jnl`	Emotion Discrimination Using Spatially Compact Regions of Interest Extracted from Imaging EEG Activity. Frontiers Comput. Neurosci. Jorge I. Padilla-Buritica, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2016	J	`jnl`	Enhancing the dissimilarity-based classification of birdsong recordings. Ecol. Informatics José Francisco Ruiz-Muñoz, Germán Castellanos-Domínguez, Mauricio Orozco-Alzate
2016	C	`conf`	GMM Background Modeling Using Divergence-Based Weight Updating. CIARP Juan D. Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, David Insuasti-Ceballos, Thierry Bouwmans, Germán Castellanos-Domínguez
2016	—	`conf`	Identification of Relevant Inter-channel EEG Connectivity Patterns: A Kernel-Based Supervised Approach. BIH Juana Valeria Hurtado-Rincón, Juan David Martínez-Vargas, Sebastian Rojas-Jaramillo, Eduardo Giraldo, Germán Castellanos-Domínguez
2016	B	`conf`	Multi-step-ahead forecasting using kernel adaptive filtering. IJCNN Sergio García-Vega, Germán Castellanos-Domínguez, Michel Verleysen, John Aldo Lee
2016	J	`jnl`	Multiobjective Design of Wearable Sensor Systems for Electrocardiogram Monitoring. J. Sensors Fernando Martínez Tabares, Yasel J. Costa Salas, David Cuesta-Frau, Germán Castellanos-Domínguez
2016	—	`conf`	Order Tracking by Square-Root Cubature Kalman Filter with Constraints. MCPR Oscar Cardona-Morales, Germán Castellanos-Domínguez
2016	J	`jnl`	Reconstruction of Neural Activity from EEG Data Using Dynamic Spatiotemporal Constraints. Int. J. Neural Syst. E. Giraldo-Suárez, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2015	A	`conf`	Automatic age detection in normal and pathological voice. INTERSPEECH Jorge Andrés Gómez García, Laureano Moro-Velázquez, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez
2015	—	`conf`	Connectivity Analysis of Motor Imagery Paradigm Using Short-Time Features and Kernel Similarities. IWINAC (1) Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2015	—	`conf`	EEG Rhythm Extraction Based on Relevance Analysis and Customized Wavelet Transform. IWINAC (1) Leonardo Duque-Muñoz, Ruben-Dario Pinzon-Morales, Germán Castellanos-Domínguez
2015	—	`conf`	Estimation of M/EEG Non-stationary Brain Activity Using Spatio-temporal Sparse Constraints. IWINAC (1) Juan David Martínez-Vargas, Fily Mateos Grisales-Franco, Germán Castellanos-Domínguez
2015	C	`conf`	Fall Detection Algorithm Based on Thresholds and Residual Events. CIARP Fily Mateos Grisales-Franco, Jesús Francisco Vargas-Bonilla, Álvaro Ángel Orozco, Mauricio A. Álvarez, Germán Castellanos-Domínguez
2015	—	`conf`	Information-Based Cost Function for a Bayesian MRI Segmentation Framework. ICIAP (1) David Cárdenas-Peña, Álvaro Á. Orozco, Germán Castellanos-Domínguez
2015	—	`conf`	Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation. ICIAP (1) Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
2015	Misc	`conf`	Kernel-Based Feature Relevance Analysis for ECG Beat Classification. IbPRIA Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Natalia Gaviria Gómez, Germán Castellanos-Domínguez
2015	C	`conf`	Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models. CIARP Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
2015	A*	`conf`	Multiple Instance Learning-Based Birdsong Classification Using Unsupervised Recording Segmentation. IJCAI José Francisco Ruiz-Muñoz, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez
2015	—	`conf`	Neural Activity Estimation from EEG Using an Iterative Dynamic Inverse Problem Solution. IWINAC (1) E. Giraldo-Suárez, Germán Castellanos-Domínguez
2015	—	`conf`	Predicting Sub-cellular Location of Proteins Based on Hierarchical Clustering and Hidden Markov Models. IWBBIO (2) Jorge Alberto Jaramillo-Garzón, Jacobo Castro-Ceballos, Germán Castellanos-Domínguez
2015	Misc	`conf`	Single-Channel Separation Between Stationary and Non-stationary Signals Using Relevant Information. IbPRIA Juan David Martínez-Vargas, Cristian Castro Hoyos, Jairo Jose Espinosa-Oviedo, A. M. Álvarez-Mesa, Germán Castellanos-Domínguez
2015	J	`jnl`	Solving the EEG inverse problem based on space-time-frequency structured sparsity constraints. NeuroImage Sebastián Castaño-Candamil, Johannes Höhne, Juan David Martínez-Vargas, Xing-Wei An, Germán Castellanos-Domínguez, Stefan Haufe
2015	Misc	`conf`	Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation. IbPRIA Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
2015	—	`conf`	Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric. IWINAC (1) David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez
2015	Misc	`conf`	Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks. IbPRIA Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2015	J	`jnl`	Time-series discrimination using feature relevance analysis in motor imagery classification. Neurocomputing Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, Germán Castellanos-Domínguez
2015	J	`jnl`	Training subset selection in Hourly Ontario Energy Price forecasting using time series clustering-based stratification. Neurocomputing Karol Lina López Bedoya, Christian Gagné, Germán Castellanos-Domínguez, Mauricio Orozco-Alzate
2015	—	`conf`	Weighted Filtering for Neural Activity Reconstruction Under Time Varying Constraints. IWINAC (1) Jorge I. Padilla-Buritica, E. Giraldo-Suárez, Germán Castellanos-Domínguez
2015	—	`conf`	iLU Preconditioning of the Anisotropic-Finite-Difference Based Solution for the EEG Forward Problem. IWINAC (1) E. Cuartas-Morales, Carlos Daniel Acosta, Germán Castellanos-Domínguez
2014	C	`conf`	A Comparison between Time-Frequency and Cepstral Feature Representations for the Classification of Seismic-Volcanic Signals. CIARP Paola Castro-Cabrera, Mauricio Orozco-Alzate, Andrea Adami, Manuele Bicego, John Makario Londoño-Bonilla, Germán Castellanos-Domínguez
2014	B	`conf`	A Kernel-Based Representation to Support 3D MRI Unsupervised Clustering. ICPR David Cárdenas-Peña, Mauricio Orbes-Arteaga, Andrés Eduardo Castro-Ospina, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	—	`conf`	A latent force model for describing electric propagation in deep brain stimulation: A simulation study. EMBC Pablo A. Alvarado, Mauricio A. Álvarez, Genaro Daza-Santacoloma, Álvaro Orozco, Germán Castellanos-Domínguez
2014	B	`conf`	A multi-class extension for multi-labeler support vector machines. ESANN Diego Hernán Peluffo-Ordóñez, Santiago Murillo Rendón, Julián D. Arias-Londoño, Germán Castellanos-Domínguez
2014	J	`jnl`	Building a Cepstrum-HMM kernel for Apnea identification. Neurocomputing Carlos M. Travieso, Jesús B. Alonso, Marcos del Pozo-Baños, Jaime Roberto Ticay-Rivas, Germán Castellanos-Domínguez
2014	B	`conf`	Correntropy-Based Adaptive Learning to Support Video Surveillance Systems. ICPR Andrés Marino Álvarez-Meza, Santiago Molina-Giraldo, Germán Castellanos-Domínguez
2014	—	`conf`	Entropy-based multichannel measure of stationarity for characterization of motor imagery patterns. EMBC Juan David Martínez-Vargas, Cristian Castro Hoyos, Germán Castellanos-Domínguez
2014	C	`conf`	Estimation of Cyclostationary Codebooks for Kernel Adaptive Filtering. CIARP Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	—	`conf`	Feature selection for discrimination of fractionation levels in atrial electrograms. EMBC Andrés Orozco-Duque, Juan David Martínez-Vargas, Daniel Novák, John Bustamante, Germán Castellanos-Domínguez
2014	—	`conf`	Fractionated electrograms and rotors detection in chronic atrial fibrillation using model-based clustering. EMBC Andrés Orozco-Duque, Sara Isabel Duque, Juan P. Ugarte, Catalina Tobón, Daniel Novák, Václav Kremen, Germán Castellanos-Domínguez, Javier Saiz, John Bustamante
2014	Misc	`conf`	Functional relevant multichannel kernel adaptive filter for human activity analysis. ICASSP Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, José Carlos Príncipe
2014	—	`conf`	Identification of brain networks using time-varying spatial constraints of neural activity reconstruction. EMBC Juan David Martínez-Vargas, J. Sebastián Castaño-Candamil, Germán Castellanos-Domínguez
2014	—	`conf`	Influence of anisotropic white matter modeling on EEG source localization. EMBC E. Cuartas-Morales, David Cárdenas-Peña, Germán Castellanos-Domínguez
2014	C	`conf`	Kernel-Based Image Representation for Brain MRI Discrimination. CIARP David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	—	`conf`	Kernel-based Atlas Image Selection for brain tissue segmentation. EMBC David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez
2014	—	`conf`	Multiobjective optimization-based design of wearable electrocardiogram monitoring systems. EMBC Fernando J. Martínez Tabares, Jorge Alberto Jaramillo-Garzón, Germán Castellanos-Domínguez
2014	C	`conf`	Neural Decoding Using Kernel-Based Functional Representation of ECoG Recordings. CIARP Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	J	`jnl`	Non uniform Embedding based on Relevance Analysis with reduced computational complexity: Application to the detection of pathologies from biosignal recordings. Neurocomputing Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez
2014	B	`conf`	Optimal Data Projection for Kernel Spectral Clustering. ESANN Diego Hernán Peluffo-Ordóñez, Carlos Alzate, Johan A. K. Suykens, Germán Castellanos-Domínguez
2014	C	`conf`	Quadratic Problem Formulation with Linear Constraints for Normalized Cut Clustering. CIARP Diego Hernán Peluffo-Ordóñez, Cristian Castro Hoyos, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2014	B	`conf`	Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints. ICPR Juan David Martínez-Vargas, Cristian Castro Hoyos, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2014	C	`conf`	Spectral Clustering Using Compactly Supported Graph Building. CIARP Andrés Marino Álvarez-Meza, Andrés Eduardo Castro-Ospina, Germán Castellanos-Domínguez
2014	C	`conf`	Spectral Correlation Measure for Selecting Intrinsic Mode Functions. CIARP Edgar F. Sierra-Alonso, Oscar Cardona-Morales, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2014	C	`conf`	Stationary Signal Separation Using Multichannel Local Segmentation. CIARP Cristian Castro Hoyos, Fily Mateos Grisales-Franco, Juan David Martínez-Vargas, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2014	—	`conf`	Tensor-product kernel-based representation encoding joint MRI view similarity. EMBC Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Andrés Eduardo Castro-Ospina, Mauricio A. Álvarez, Germán Castellanos-Domínguez
2014	—	`conf`	Three-layer-isotropic skull conductivity representation in the EEG forward problem using spherical head models. EMBC E. Cuartas-Morales, Hans Hallez, Bart Vanrumste, Germán Castellanos-Domínguez
2014	C	`conf`	Unsupervised Kernel Function Building Using Maximization of Information Potential Variability. CIARP Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Germán Castellanos-Domínguez
2014	C	`conf`	Unsupervised Relevance Analysis for Feature Extraction and Selection - A Distance-based Approach for Feature Relevance. ICPRAM Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen, José L. Rodríguez, Germán Castellanos-Domínguez
2014	—	`conf`	Very long-term ECG monitoring patch with improved functionality and wearability. EMBC Fernando J. Martínez Tabares, Natalia Gaviria Gómez, Germán Castellanos-Domínguez
2013	—	`conf`	A Channel Selection Method for EEG Classification based on Exponentially Damped Sinusoidal Model and Stochastic Relevance Analysis. BIOSIGNALS Leonardo Duque-Muñoz, Carlos Guerrero-Mosquera, Germán Castellanos-Domínguez
2013	B	`conf`	Automatic Singular Spectrum Analysis for Time-Series Decomposition. ESANN Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2013	A	`conf`	Automatic gender recognition in normal and pathological speech. INTERSPEECH Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez
2013	—	`conf`	Estimating Respiratory Frequency from Heart Rate Variability during Treadmill Exercise Testing. CinC Edgar F. Sierra-Alonso, Lina María Sepúlveda-Cano, Raquel Bailón-Luesma, Pablo Laguna, Germán Castellanos-Domínguez
2013	J	`jnl`	Estimation of relevant time-frequency features using Kendall coefficient for articulator position inference. Speech Commun. Alexander Sepúlveda, Rodrigo Capobianco Guido, Germán Castellanos-Domínguez
2013	J	`jnl`	Evaluation of Region-of-Interest coders using perceptual image quality assessments. J. Vis. Commun. Image Represent. Julio C. Garcia-Alvarez, H. Führ, Germán Castellanos-Domínguez
2013	—	`conf`	Feature relevance analysis supporting automatic motor imagery discrimination in EEG based BCI systems. EMBC Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, Germán Castellanos-Domínguez
2013	—	`conf`	GMM-based Classifiers for the Automatic Detection of Obstructive Sleep Apnea. BIOSIGNALS Jorge Andrés Gómez García, José Luis Blanco Murillo, Juan Ignacio Godino-Llorente, Luis A. Hernández Gómez, Germán Castellanos-Domínguez
2013	B	`conf`	Kernel spectral clustering for dynamic data using multiple kernel learning. IJCNN Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Rocco Langone, Johan A. K. Suykens, Germán Castellanos-Domínguez
2013	—	`conf`	Local binary fitting energy solution by graph cuts for MRI segmentation. EMBC David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2013	—	`conf`	Non-referenced Quality Assessment of Image Processing Methods in Infrared Non-destructive Testing. ICIAP (2) Thomas J. Ramírez-Rozo, Hernan D. Benítez-Restrepo, Julio C. Garcia-Alvarez, Germán Castellanos-Domínguez
2013	J	`jnl`	Nonlinear Dynamics for Hypernasality Detection in Spanish Vowels and Words. Cogn. Comput. Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, S. Murillo Rendón, Germán Castellanos-Domínguez, J. F. Garcés
2013	B	`conf`	Normalized cuts clustering with prior knowledge and a pre-clustering stage. ESANN Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, Diego Chavez-Chamorro, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2013	—	`conf`	Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering. EMBC Andrés Eduardo Castro-Ospina, Cristian Castro Hoyos, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez
2013	—	`conf`	Optimization of Cost Sensitive Models to Improve Prediction of Molecular Functions. BIOSTEC (Selected Papers) Sebastian García-López, Jorge Alberto Jaramillo-Garzón, Germán Castellanos-Domínguez
2013	—	`conf`	Phonocardiography Signal Segmentation for Telemedicine Environments. IWANN (2) Santiago Murillo Rendón, Cristian Castro Hoyos, Carlos Manuel Travieso-González, Germán Castellanos-Domínguez
2013	—	`conf`	Predicting Molecular Functions in Plants using Wavelet-based Motifs. BIOINFORMATICS G. A. Arango-Argoty, Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, Leonardo Duque-Muñoz, Germán Castellanos-Domínguez
2013	—	`conf`	Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks. IWANN (1) Juan Beltrán-Castro, Juliana Valencia-Aguirre, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez, Carlos Manuel Travieso-González
2013	J	`jnl`	Selection of time-variant features for earthquake classification at the Nevado-del-Ruiz volcano. Comput. Geosci. David Cárdenas-Peña, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez
2013	—	`conf`	Stochastic relevance analysis of epileptic EEG signals for channel selection and classification. EMBC Leonardo Duque-Muñoz, Carlos Guerrero-Mosquera, Germán Castellanos-Domínguez
2013	—	`conf`	Video Segmentation Framework Based on Multi-kernel Representations and Feature Relevance Analysis for Object Classification. ICPRAM (Selected Papers) Santiago Molina-Giraldo, Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2013	C	`conf`	Video Segmentation based on Multi-kernel Learning and Feature Relevance Analysis for Object Classification. ICPRAM Santiago Molina-Giraldo, Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2013	J	`jnl`	Video analysis based on Multi-Kernel Representation with automatic parameter choice. Neurocomputing Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2013	—	`conf`	Wearable and superhydrophobic hardware for ambulatory biopotential acquisition. EMBC Fernando J. Martínez Tabares, Edilson Delgado-Trejos, Germán Castellanos-Domínguez
2013	B	`conf`	support vector machine-based aproach for multi-labelers problems. ESANN Santiago Murillo Rendón, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez
2012	—	`conf`	Biomedical Data Analysis by Supervised Manifold Learning. EMBC Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez
2012	J	`jnl`	Detection of obstructive sleep apnoea using dynamic filter-banked features. Expert Syst. Appl. Juan David Martínez-Vargas, Lina María Sepúlveda-Cano, Carlos Manuel Travieso-González, Germán Castellanos-Domínguez
2012	—	`conf`	Effect of latency on clustering of P300 recordings for ADHD discrimination. EMBC Diego Hernán Peluffo-Ordóñez, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2012	C	`conf`	Extraction of Stationary Spectral Components Using Stochastic Variability. CIARP David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2012	—	`conf`	Extraction of stationary components in biosignal discrimination. EMBC Juan David Martínez-Vargas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2012	C	`conf`	Feature Selection by Relevance Analysis for Abandoned Object Classification. CIARP Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2012	C	`conf`	Finite Rank Series Modeling for Discrimination of Non-stationary Signals. CIARP Lina María Sepúlveda-Cano, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2012	C	`conf`	Human Activity Recognition by Class Label LLE. CIARP Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2012	—	`conf`	Image Segmentation Based on Multi-Kernel Learning and Feature Relevance Analysis. IBERAMIA Santiago Molina-Giraldo, Andrés Marino Álvarez-Meza, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez
2012	—	`conf`	Improvement of ECG signal quality measurement using correlation and diversity-based approaches. EMBC Fernando J. Martínez Tabares, Jairo Jose Espinosa-Oviedo, Germán Castellanos-Domínguez
2012	—	`conf`	Improving the prediction of sub-cellular locations of proteins with a particle swarm optimization-based boosting strategy. EMBC Sebastian García-López, Jorge Alberto Jaramillo-Garzón, Germán Castellanos-Domínguez
2012	A	`conf`	Inference of Critical Articulator Position for Fricative Consonants. INTERSPEECH Alexander Sepúlveda, Rodrigo Capobianco Guido, Germán Castellanos-Domínguez
2012	—	`conf`	Influence of delay time on regularity estimation for voice pathology detection. EMBC Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez
2012	J	`jnl`	Locally linear embedding based on correntropy measure for visualization and classification. Neurocomputing Genaro Daza-Santacoloma, Germán Castellanos-Domínguez, José C. Príncipe
2012	—	`conf`	Multi-resolution analysis for region of interest extraction in thermographic nondestructive evaluation. Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications Benhur Ortiz Jaramillo, Hermes Alexander Fandiño Toro, Hernan D. Benítez-Restrepo, Sergio A. Orjuela Vargas, Germán Castellanos-Domínguez, Wilfried Philips
2012	—	`conf`	Quantifying image distortion based on Gabor filter bank and multiple regression analysis. IQSP Benhur Ortiz Jaramillo, Julio C. Garcia-Alvarez, H. Führ, Germán Castellanos-Domínguez, Wilfried Philips
2012	J	`jnl`	Time-frequency based feature selection for discrimination of non-stationary biosignals. EURASIP J. Adv. Signal Process. Juan David Martínez-Vargas, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez
2012	—	`conf`	Time-frequency relevant features for critical articulators movement inference. EUSIPCO Alexander Sepúlveda, Germán Castellanos-Domínguez, Rodrigo Capobianco Guido
2012	—	`conf`	Training using short-time features for OSA discrimination. EMBC Lina María Sepúlveda-Cano, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2012	J	`jnl`	Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering. Comput. Methods Programs Biomed. José Luis Rodríguez-Sotelo, Diego Hernán Peluffo-Ordóñez, David Cuesta-Frau, Germán Castellanos-Domínguez
2011	J	`jnl`	Automatic Detection of Pathological Voices Using Complexity Measures, Noise Parameters, and Mel-Cepstral Coefficients. IEEE Trans. Biomed. Eng. Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
2011	—	`conf`	Complexity Analysis Using Nonuniform Embedding Techniques for Voice Pathological Discrimination. NOLISP Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez
2011	—	`conf`	Complexity-based analysis for the detection of heart murmurs. EMBC Jorge Andrés Gómez García, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2011	—	`conf`	Discrimination of Epileptic Events Using EEG Rhythm Decomposition. IWINAC (2) Leonardo Duque-Muñoz, Luis David Avendaño-Valencia, Germán Castellanos-Domínguez
2011	—	`conf`	EEG seizure identification by using optimized wavelet decomposition. EMBC Ruben-Dario Pinzon-Morales, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez
2011	—	`conf`	EEG source localization based on multivariate autoregressive models using Kalman filtering. EMBC Jorge I. Padilla-Buritica, Eduardo Giraldo, Germán Castellanos-Domínguez
2011	J	`jnl`	Global and local choice of the number of nearest neighbors in locally linear embedding. Pattern Recognit. Lett. Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez
2011	—	`conf`	Image Synthesis Based on Manifold Learning. CAIP (2) Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2011	—	`conf`	Methodology for Attention Deficit/Hyperactivity Disorder Detection by Means of Event-Related Potentials. IWINAC (2) Paola Castro-Cabrera, Jorge Gómez-García, Francia Restrepo, Oscar Moscoso, Germán Castellanos-Domínguez
2011	—	`conf`	Methodology for Epileptic Episode Detection Using Complexity-Based Features. IWINAC (2) Jorge Andrés Gómez García, Carolina Ospina Aguirre, Edilson Delgado-Trejos, Germán Castellanos-Domínguez
2011	—	`conf`	Nonlinear Dynamics for Hypernasality Detection. NOLISP Juan Rafael Orozco-Arroyave, S. Murillo Rendón, Jesús Francisco Vargas-Bonilla, Edilson Delgado-Trejos, Julián D. Arias-Londoño, Germán Castellanos-Domínguez
2011	—	`conf`	On determining available stochastic features by spectral splitting in obstructive sleep apnea detection. EMBC Juan David Martínez-Vargas, Lina María Sepúlveda-Cano, Germán Castellanos-Domínguez
2011	J	`jnl`	Relevance Analysis of Stochastic Biosignals for Identification of Pathologies. EURASIP J. Adv. Signal Process. Lina María Sepúlveda-Cano, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2011	—	`conf`	Robust Pathological Voice Detection Based on Component Information from HMM. NOLISP Milton Orlando Sarria-Paja, Germán Castellanos-Domínguez
2011	J	`jnl`	Selection of Nonstationary Dynamic Features for Obstructive Sleep Apnoea Detection in Children. EURASIP J. Adv. Signal Process. Lina María Sepúlveda-Cano, Eduardo Gil, Pablo Laguna, Germán Castellanos-Domínguez
2011	—	`conf`	Sleep apnoea detection in children using PPG envelope-based dynamic features. EMBC Lina María Sepúlveda-Cano, Eduardo Gil, Pablo Laguna, Germán Castellanos-Domínguez
2010	J	`jnl`	An improved method for voice pathology detection by means of a HMM-based feature space transformation. Pattern Recognit. Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
2010	J	`jnl`	Regularization parameter choice in locally linear embedding. Neurocomputing Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2010	J	`jnl`	Weighted feature extraction with a functional data extension. Neurocomputing Luis Gonzalo Sánchez Giraldo, Germán Castellanos-Domínguez
2009	J	`jnl`	A generalization of dissimilarity representations using feature lines and feature planes. Pattern Recognit. Lett. Mauricio Orozco-Alzate, Robert P. W. Duin, Germán Castellanos-Domínguez
2009	C	`conf`	Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding. CIARP Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez
2009	J	`jnl`	Dimensionality Reduction Oriented Toward the Feature Visualization for Ischemia Detection. IEEE Trans. Inf. Technol. Biomed. Edilson Delgado-Trejos, Alexandre Perera-Lluna, Montserrat Vallverdú-Ferrer, Peré Caminal-Magrans, Germán Castellanos-Domínguez
2009	J	`jnl`	Dynamic Feature Extraction: an Application to Voice Pathology Detection. Intell. Autom. Soft Comput. Genaro Daza-Santacoloma, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
2009	C	`conf`	Functional Feature Selection by Weighted Projections in Pathological Voice Detection. CIARP Luis Gonzalo Sánchez Giraldo, Fernando Martínez Tabares, Germán Castellanos-Domínguez
2009	—	`conf`	Principal component analysis for HMM-based pathological voice detection. MAVEBA Milton Orlando Sarria-Paja, Germán Castellanos-Domínguez, Natalia Gaviria Gómez
2009	J	`jnl`	Unsupervised classification of atrial heartbeats using a prematurity index and wave morphology features. Medical Biol. Eng. Comput. José Luis Rodríguez-Sotelo, David Cuesta-Frau, Germán Castellanos-Domínguez
2008	—	`conf`	Microelectrode Signals Segmentation Using Stationary Wavelet Transform. BMEI (2) Cristian Guarnizo, Álvaro Orozco, Germán Castellanos-Domínguez
2008	—	`conf`	Nonlinear Dynamics Techniques for the Detection of the Brain Areas Using MER Signals. BMEI (2) Andrea Rodríguez-Sánchez, Edilson Delgado-Trejos, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez, Enrique Guijarro-Estellés
2008	J	`jnl`	Reducción de espacios de entrenamiento de HMMS empleando DPCA. Rev. Avances en Sistemas Informática Johanna Carvajal González, Milton Orlando Sarria-Paja, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez
2007	J	`jnl`	Análisis Acústico sobre Señales de Auscultación Digital para la Detección de Soplos Cardíacos. Rev. Avances en Sistemas Informática Andrés M. Castao, Edison Delgado T., Juan I. Rodino, Germán Castellanos-Domínguez
2007	C	`conf`	Feature Extraction of Weighted Data for Implicit Variable Selection. CAIP Luis Sánchez, Fernando Martínez, Germán Castellanos-Domínguez, Augusto Salazar
2007	J	`jnl`	Optimización en el Desempeño de Algoritmos de Detección de Complejos QRS. Rev. Avances en Sistemas Informática Andrés F. Quiceno M., Germán Castellanos-Domínguez, Luis E. Avendaño, José M. Ferrero
2006	—	`conf`	Acoustic Speech Analysis for Hypernasality Detection in Children. EMBC Germán Castellanos-Domínguez, Genaro Daza, Luis Sánchez, Omar Castrillón, Julio F. Suarez
2006	J	`jnl`	Cinemática Inversa de un Brazo Robot Utilizando Algoritmos Genéticos. Rev. Avances en Sistemas Informática Luis Felipe Giraldo, Edilson Delgado-Trejos, Germán Castellanos-Domínguez
2006	—	`conf`	Feature Extraction & Lips Posture Detection Oriented to the Treatment of CLP Children. EMBC Augusto Salazar, Genaro Daza-Santacoloma, Luis Sánchez, Flavio Prieto, Germán Castellanos-Domínguez, Colombia Quintero
2006	—	`conf`	Feature Selection in Pathology Detection using Hybrid Multidimensional Analysis. EMBC Germán Castellanos-Domínguez, Edilson Delgado-Trejos, Genaro Daza, Luis G. Sanchez, Julio F. Suarez
2006	—	`conf`	Identification of Spike Sources using Proximity Analysis through Hidden Markov Models. EMBC Álvaro Ángel Orozco, Mauricio A. Álvarez, Enrique Guijarro-Estellés, Germán Castellanos-Domínguez
2006	—	`conf`	Kernel Principal Component Analysis through Time for Voice Disorder Classification. EMBC Mauricio A. Álvarez, Ricardo Henao, Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Álvaro Ángel Orozco