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ORCIDGermán Castellanos-Domínguez
César Germán Castellanos-Domínguez
Person information
- affiliation: National University of Colombia, Manizales, Colombia
- affiliation (PhD 1990): Moscow Technical University of Communications and Informatics (MTUCI), Moscow, Russia
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2020 – today
- 2024
[j67]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): 176 (2024)- 2023
- [j66]Juan Carlos Aguirre-Arango, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Feet Segmentation for Regional Analgesia Monitoring Using Convolutional RFF and Layer-Wise Weighted CAM Interpretability. Comput. 11(6): 113 (2023) - [j65]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): 145 (2023) - [j64]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, V. 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, S. H. Wang, Wei Wang, Y. D. Zhang, Hengde Zhu, Z. Zhu, J. M. Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - [j63]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): 2750 (2023) - [j62]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): 3518 (2023) - [j61]Yeison Nolberto Cardona-Álvarez, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, Germán Castellanos-Domínguez:
A Novel OpenBCI Framework for EEG-Based Neurophysiological Experiments. Sensors 23(7): 3763 (2023) - [j60]Andrés Marino Álvarez-Meza, Héctor Fabio Torres Cardona, Mauricio Orozco-Alzate, Hernan Dario Perez-Nastar, Germán Castellanos-Domínguez:
Affective Neural Responses Sonified through Labeled Correlation Alignment. Sensors 23(12): 5574 (2023) - 2022
- [j59]Mateo Tobón-Henao, Andrés Álvarez-Meza, Germán Castellanos-Domínguez:
Subject-Dependent Artifact Removal for Enhancing Motor Imagery Classifier Performance under Poor Skills. Sensors 22(15): 5771 (2022) - [c174]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:
Deep Learning Semantic Segmentation of Feet Using Infrared Thermal Images. IBERAMIA 2022: 342-352 - 2021
- [j58]Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks. Biomed. Signal Process. Control. 68: 102626 (2021) - [j57]J. Hoyos-Osorio, A. Álvarez-Meza, Genaro Daza-Santacoloma, Álvaro-Ángel Orozco-Gutierrez, Germán Castellanos-Domínguez:
Relevant information undersampling to support imbalanced data classification. Neurocomputing 436: 136-146 (2021) - [j56]Julian Caicedo-Acosta, German A. Castaño, Carlos Daniel Acosta-Medina, Andrés Álvarez-Meza, Germán Castellanos-Domínguez:
Deep Neural Regression Prediction of Motor Imagery Skills Using EEG Functional Connectivity Indicators. Sensors 21(6): 1932 (2021) - [j55]Daniel Guillermo García-Murillo, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Single-Trial Kernel-Based Functional Connectivity for Enhanced Feature Extraction in Motor-Related Tasks. Sensors 21(8): 2750 (2021) - [j54]Cristian Kaori Valencia-Marin, Juan Diego Pulgarin-Giraldo, Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability. Sensors 21(13): 4443 (2021) - [j53]Diego Fabian Collazos-Huertas, Luisa Fernanda Velásquez-Martínez, Hernan Dario Perez-Nastar, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires. Sensors 21(15): 5105 (2021) - 2020
- [j52]Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castaño Duque, Germán Castellanos-Domínguez:
CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification. Brain Informatics 7(1): 8 (2020) - [j51]Yohan Ricardo Céspedes Villar, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Influence of Patient-Specific Head Modeling on EEG Source Imaging. Comput. Math. Methods Medicine 2020: 5076865:1-5076865:15 (2020) - [j50]Luisa Fernanda Velásquez-Martínez, Julian Caicedo-Acosta, Germán Castellanos-Domínguez:
Entropy-Based Estimation of Event-Related De/Synchronization in Motor Imagery Using Vector-Quantized Patterns. Entropy 22(6): 703 (2020) - [j49]Sergio García-Vega, E. A. León-Gómez, Germán Castellanos-Domínguez:
A time-series prediction framework using sequential learning algorithms and dimensionality reduction within a sparsification approach. Pattern Recognit. Lett. 129: 287-292 (2020) - [j48]Daniel Guillermo García-Murillo, Julian Caicedo-Acosta, Germán Castellanos-Domínguez:
Individual Detection of Citrus and Avocado Trees Using Extended Maxima Transform Summation on Digital Surface Models. Remote. Sens. 12(10): 1633 (2020) - [j47]Jorge Fernández-Ramírez, A. Álvarez-Meza, E. M. Pereira, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez:
Video-based social behavior recognition based on kernel relevance analysis. Vis. Comput. 36(8): 1535-1547 (2020)
2010 – 2019
- 2019
- [j46]Jorge I. Padilla-Buritica, Juana Valeria Hurtado-Rincón, Germán Castellanos-Domínguez:
Supervised piecewise network connectivity analysis for enhanced confidence of auditory oddball tasks. Biomed. Signal Process. Control. 52: 341-346 (2019) - [j45]Jorge Andrés Gómez García, Laureano Moro-Velázquez, Janaina Mendes-Laureano, Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente:
Emulating the perceptual capabilities of a human evaluator to map the GRB scale for the assessment of voice disorders. Eng. Appl. Artif. Intell. 82: 236-251 (2019) - [j44]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): 1850042:1-1850042:12 (2019) - [j43]Juan David Martínez-Vargas, Leonardo Duque-Muñoz, Jesús Francisco Vargas-Bonilla, José David López, Germán Castellanos-Domínguez:
Enhanced Data Covariance Estimation Using Weighted Combination of Multiple Gaussian Kernels for Improved M/EEG Source Localization. Int. J. Neural Syst. 29(6): 1950001:1-1950001:15 (2019) - [j42]Sergio García-Vega, Germán Castellanos-Domínguez:
Similarity preservation in dimensionality reduction using a kernel-based cost function. Pattern Recognit. Lett. 125: 318-324 (2019) - [c173]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: 13-20 - [c172]Luisa Fernanda Velásquez-Martínez, L. F. Arteaga-Daza, Germán Castellanos-Domínguez:
Subject-Oriented Dynamic Characterization of Motor Imagery Tasks Using Complexity Analysis. BI 2019: 21-28 - [c171]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: 357-364 - [c170]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: 620-628 - [c169]Sergio García-Vega, E. A. León-Gómez, Germán Castellanos-Domínguez:
Time Series Prediction for Kernel-based Adaptive Filters Using Variable Bandwidth, Adaptive Learning-rate, and Dimensionality Reduction. ICASSP 2019: 3892-3896 - [c168]Luisa Fernanda Velásquez-Martínez, F. Y. Zapata-Castaño, Jorge I. Padilla-Buritica, José Manuel Ferrández de Vicente, Germán Castellanos-Domínguez:
Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications. IWINAC (1) 2019: 138-145 - [c167]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: 244-251 - 2018
- [j41]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: 10-17 (2018) - [c166]Pablo Andrés Muñoz-Gutiérrez, Juan David Martínez-Vargas, Sergio García-Vega, Eduardo Giraldo, Germán Castellanos-Domínguez:
EEG Based Brain Mapping by Using Frequency-Spatio-Temporal Constraints. BI 2018: 13-21 - [c165]Ernesto Cuartas-Morales, Yohan Ricardo Céspedes Villar, Héctor Fabio Torres Cardona, Carlos Daniel Acosta, Germán Castellanos-Domínguez:
Influence of Realistic Head Modeling on EEG Forward Problem. BI 2018: 32-40 - [c164]Juan David Martínez-Vargas, Daniel Alexis Nieto-Mora, Pablo Andrés Muñoz-Gutiérrez, Y. R. Céspedes-Villar, Eduardo Giraldo, Germán Castellanos-Domínguez:
Assessment of Source Connectivity for Emotional States Discrimination. BI 2018: 63-73 - [c163]Juana Valeria Hurtado-Rincón, Francia Restrepo, Jorge Ivan Padilla, Héctor Fabio Torres, Germán Castellanos-Domínguez:
Functional Connectivity Analysis Using the Oddball Auditory Paradigm for Attention Tasks. BI 2018: 99-108 - [c162]Jorge Ivan Padilla-Buriticá, Héctor Fabio Torres, Ernesto Pereda, A. Correa, Germán Castellanos-Domínguez:
Influence of Time-Series Extraction on Binge Drinking Interpretability Using Functional Connectivity Analysis. BI 2018: 186-194 - [c161]Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers. CIARP 2018: 100-108 - [c160]Juan Diego Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, Steven Van Vaerenbergh, Ignacio Santamaría, Germán Castellanos-Domínguez:
Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel Learning. CIARP 2018: 186-193 - [c159]Viviana Gómez-Orozco, A. Álvarez-Meza, Paula Herrera, Germán Castellanos-Domínguez, Álvaro Orozco:
Short Time EEG Connectivity Features to Support Interpretability of MI Discrimination. CIARP 2018: 699-706 - [c158]Iván De La Pava, A. Álvarez-Meza, Paula Herrera, Germán Castellanos-Domínguez, Álvaro Orozco:
Gender Effects on an EEG-Based Emotion Level Classification System. CIARP 2018: 810-819 - [c157]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: 820-828 - [c156]Ernesto Cuartas-Morales, Yohan Ricardo Céspedes Villar, Carlos Daniel Acosta, Germán Castellanos-Domínguez:
Forward Modelling Complexity Influence in EEG Source Localization Using Real EEG Data. CIARP 2018: 829-836 - [c155]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: 193-205 - [c154]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:
Generalized Low-Computational Cost Laplacian Eigenmaps. IDEAL (1) 2018: 661-669 - [c153]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: 557-567 - [c152]Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning. IWAIPR 2018: 201-209 - [c151]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: 210-218 - [c150]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: 326-333 - [c149]Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Sub Band CSP Using Spatial Entropy-Based Relevance in MI Tasks. IWAIPR 2018: 334-341 - [c148]Luisa Fernanda Velásquez-Martínez, F. Y. Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Detecting EEG Dynamic Changes Using Supervised Temporal Patterns. IWAIPR 2018: 351-358 - [c147]David Luna-Naranjo, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery Tasks. IWAIPR 2018: 359-367 - [c146]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: 231-242 - [c145]José Francisco Ruiz-Muñoz, Germán Castellanos-Domínguez, Mauricio Orozco-Alzate:
Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification. SISAP 2018: 47-56 - 2017
- [j40]Andrés Marino Álvarez-Meza, John Aldo Lee, Michel Verleysen, Germán Castellanos-Domínguez:
Kernel-based dimensionality reduction using Renyi's α-entropy measures of similarity. Neurocomputing 222: 36-46 (2017) - [c144]Jorge Ivan Padilla-Buriticá, Juan David Martínez-Vargas, A. Suárez-Ruiz, José Manuel Ferrández, Germán Castellanos-Domínguez:
Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis. IWINAC (2) 2017: 77-86 - [c143]Leonardo Duque-Muñoz, Juan David Martínez-Vargas, Germán Castellanos-Domínguez, Jesús Francisco Vargas-Bonilla, José David López:
Non-linear Covariance Estimation for Reconstructing Neural Activity with MEG/EEG Data. IWINAC (1) 2017: 334-344 - [c142]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: 363-373 - [c141]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: 374-383 - [c140]E. Cuartas-Morales, Angel Torrado-Carvajal, Juan Antonio Hernández Tamames, Norberto Malpica, Germán Castellanos-Domínguez:
Influence of Anisotropic Blood Vessels Modeling on EEG Source Localization. IWINAC (1) 2017: 384-393 - [c139]Fily Mateos Grisales-Franco, J. M. Medina-Salcedo, D. M. Ovalle-Martínez, Juan David Martínez-Vargas, Daniel Guillermo García-Murillo, Germán Castellanos-Domínguez:
EEG Source Imaging Based on Dynamic Sparse Coding as ADHD Biomarker. IWINAC (1) 2017: 416-425 - [c138]Juan David Martínez-Vargas, José David López, Felipe Rendón-Castrillón, Gregor Strobbe, Pieter van Mierlo, Germán Castellanos-Domínguez, Diana Ovalle-Martínez:
Identification of Nonstationary Brain Networks Using Time-Variant Autoregressive Models. IWINAC (1) 2017: 426-434 - [c137]Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Detection of EEG Dynamic Changes Due to Stimulus-Related Activity in Motor Imagery Recordings. IWINAC (1) 2017: 435-443 - [c136]Juan D. Pulgarin-Giraldo, A. A. Ruales-Torres, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Relevant Kinematic Feature Selection to Support Human Action Recognition in MoCap Data. IWINAC (2) 2017: 501-509 - 2016
- [j39]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: 9523849:1-9523849:10 (2016) - [j38]José Francisco Ruiz-Muñoz, Germán Castellanos-Domínguez, Mauricio Orozco-Alzate:
Enhancing the dissimilarity-based classification of birdsong recordings. Ecol. Informatics 33: 75-84 (2016) - [j37]Jorge I. Padilla-Buritica, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Emotion Discrimination Using Spatially Compact Regions of Interest Extracted from Imaging EEG Activity. Frontiers Comput. Neurosci. 10: 55 (2016) - [j36]E. Giraldo-Suárez, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Reconstruction of Neural Activity from EEG Data Using Dynamic Spatiotemporal Constraints. Int. J. Neural Syst. 26(7): 1650026:1-1650026:15 (2016) - [j35]Andrés Marino Álvarez-Meza, Santiago Molina-Giraldo, Germán Castellanos-Domínguez:
Background modeling using Object-based Selective Updating and Correntropy adaptation. Image Vis. Comput. 45: 22-36 (2016) - [j34]Fernando Martínez Tabares, Yasel J. Costa Salas, David Cuesta-Frau, Germán Castellanos-Domínguez:
Multiobjective Design of Wearable Sensor Systems for Electrocardiogram Monitoring. J. Sensors 2016: 2418065:1-2418065:15 (2016) - [j33]Andrés Marino Álvarez-Meza, Andrés Eduardo Castro-Ospina, Germán Castellanos-Domínguez:
Automatic graph pruning based on kernel alignment for spectral clustering. Pattern Recognit. Lett. 70: 8-16 (2016) - [c135]Juana Valeria Hurtado-Rincón, Juan David Martínez-Vargas, Sebastian Rojas-Jaramillo, Eduardo Giraldo, Germán Castellanos-Domínguez:
Identification of Relevant Inter-channel EEG Connectivity Patterns: A Kernel-Based Supervised Approach. BIH 2016: 14-23 - [c134]Juan D. Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, David Insuasti-Ceballos, Thierry Bouwmans, Germán Castellanos-Domínguez:
GMM Background Modeling Using Divergence-Based Weight Updating. CIARP 2016: 282-290 - [c133]Juan D. Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, L. G. Melo-Betancourt, S. Ramos-Bermudez, Germán Castellanos-Domínguez:
A Similarity Indicator for Differentiating Kinematic Performance Between Qualified Tennis Players. CIARP 2016: 309-317 - [c132]Sergio García-Vega, Germán Castellanos-Domínguez, Michel Verleysen, John Aldo Lee:
Multi-step-ahead forecasting using kernel adaptive filtering. IJCNN 2016: 2132-2139 - [c131]Oscar Cardona-Morales, Germán Castellanos-Domínguez:
Order Tracking by Square-Root Cubature Kalman Filter with Constraints. MCPR 2016: 104-114 - [c130]Alexander Sepúlveda-Sepúlveda, Germán Castellanos-Domínguez:
Assessment of the Relation Between Low-Frequency Features and Velum Opening by Using Real Articulatory Data. SPECOM 2016: 131-139 - 2015
- [j32]Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, Germán Castellanos-Domínguez:
Time-series discrimination using feature relevance analysis in motor imagery classification. Neurocomputing 151: 122-129 (2015) - [j31]Karol Lina López Bedoya, Christian Gagné, Germán Castellanos-Domínguez, Mauricio Orozco-Alzate:
Training subset selection in Hourly Ontario Energy Price forecasting using time series clustering-based stratification. Neurocomputing 156: 268-279 (2015) - [j30]Sebastián Castaño-Candamil, Johannes Höhne, Juan David Martínez-Vargas, Xing-Wei An, Germán Castellanos-Domínguez, Stefan Haufe:
Solving the EEG inverse problem based on space-time-frequency structured sparsity constraints. NeuroImage 118: 598-612 (2015) - [c129]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: 391-399 - [c128]Fily Mateos Grisales-Franco, Jesús Francisco Vargas-Bonilla, Álvaro Ángel Orozco, Mauricio A. Álvarez, Germán Castellanos-Domínguez:
Fall Detection Algorithm Based on Thresholds and Residual Events. CIARP 2015: 575-583 - [c127]Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Natalia Gaviria Gómez, Germán Castellanos-Domínguez:
Kernel-Based Feature Relevance Analysis for ECG Beat Classification. IbPRIA 2015: 291-299 - [c126]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: 300-308 - [c125]Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks. IbPRIA 2015: 354-361 - [c124]Juan David Martínez-Vargas, Cristian Castro Hoyos, Jairo Jose Espinosa-Oviedo, A. M. Álvarez-Mesa, Germán Castellanos-Domínguez:
Single-Channel Separation Between Stationary and Non-stationary Signals Using Relevant Information. IbPRIA 2015: 452-459 - [c123]David Cárdenas-Peña, Álvaro Á. Orozco, Germán Castellanos-Domínguez:
Information-Based Cost Function for a Bayesian MRI Segmentation Framework. ICIAP (1) 2015: 548-556 - [c122]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: 658-667 - [c121]José Francisco Ruiz-Muñoz, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez:
Multiple Instance Learning-Based Birdsong Classification Using Unsupervised Recording Segmentation. IJCAI 2015: 2632-2638 - [c120]Jorge Andrés Gómez García, Laureano Moro-Velázquez, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez:
Automatic age detection in normal and pathological voice. INTERSPEECH 2015: 3739-3743 - [c119]Jorge Alberto Jaramillo-Garzón, Jacobo Castro-Ceballos, Germán Castellanos-Domínguez:
Predicting Sub-cellular Location of Proteins Based on Hierarchical Clustering and Hidden Markov Models. IWBBIO (2) 2015: 256-263 - [c118]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: 557-564 - [c117]Jorge I. Padilla-Buritica, E. Giraldo-Suárez, Germán Castellanos-Domínguez:
Weighted Filtering for Neural Activity Reconstruction Under Time Varying Constraints. IWINAC (1) 2015: 377-387 - [c116]E. Giraldo-Suárez, Germán Castellanos-Domínguez:
Neural Activity Estimation from EEG Using an Iterative Dynamic Inverse Problem Solution. IWINAC (1) 2015: 388-397 - [c115]David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez:
Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric. IWINAC (1) 2015: 398-407 - [c114]E. Cuartas-Morales, Carlos Daniel Acosta, Germán Castellanos-Domínguez:
iLU Preconditioning of the Anisotropic-Finite-Difference Based Solution for the EEG Forward Problem. IWINAC (1) 2015: 408-418 - [c113]Leonardo Duque-Muñoz, Ruben-Dario Pinzon-Morales, Germán Castellanos-Domínguez:
EEG Rhythm Extraction Based on Relevance Analysis and Customized Wavelet Transform. IWINAC (1) 2015: 419-428 - [c112]Juan David Martínez-Vargas, Fily Mateos Grisales-Franco, Germán Castellanos-Domínguez:
Estimation of M/EEG Non-stationary Brain Activity Using Spatio-temporal Sparse Constraints. IWINAC (1) 2015: 429-438 - [c111]Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Connectivity Analysis of Motor Imagery Paradigm Using Short-Time Features and Kernel Similarities. IWINAC (1) 2015: 439-448 - 2014
- [j29]Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez:
Non uniform Embedding based on Relevance Analysis with reduced computational complexity: Application to the detection of pathologies from biosignal recordings. Neurocomputing 132: 148-158 (2014) - [j28]Carlos M. Travieso, Jesús B. Alonso, Marcos del Pozo-Baños, Jaime Roberto Ticay-Rivas, Germán Castellanos-Domínguez:
Building a Cepstrum-HMM kernel for Apnea identification. Neurocomputing 132: 159-165 (2014) - [j27]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): 1-15 (2014) - [c110]Cristian Castro Hoyos, Fily Mateos Grisales-Franco, Juan David Martínez-Vargas, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Stationary Signal Separation Using Multichannel Local Segmentation. CIARP 2014: 183-190 - [c109]Edgar F. Sierra-Alonso, Oscar Cardona-Morales, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Spectral Correlation Measure for Selecting Intrinsic Mode Functions. CIARP 2014: 231-238 - [c108]Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Neural Decoding Using Kernel-Based Functional Representation of ECoG Recordings. CIARP 2014: 247-254 - [c107]Andrés Marino Álvarez-Meza, Andrés Eduardo Castro-Ospina, Germán Castellanos-Domínguez:
Spectral Clustering Using Compactly Supported Graph Building. CIARP 2014: 327-334 - [c106]Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Unsupervised Kernel Function Building Using Maximization of Information Potential Variability. CIARP 2014: 335-342 - [c105]David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Kernel-Based Image Representation for Brain MRI Discrimination. CIARP 2014: 343-350 - [c104]Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Estimation of Cyclostationary Codebooks for Kernel Adaptive Filtering. CIARP 2014: 351-358 - [c103]Diego Hernán Peluffo-Ordóñez, Cristian Castro Hoyos, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Quadratic Problem Formulation with Linear Constraints for Normalized Cut Clustering. CIARP 2014: 408-415 - [c102]Paola Castro-Cabrera, Mauricio Orozco-Alzate, Andrea Adami, Manuele Bicego, John Makario Londoño-Bonilla, Germán Castellanos-Domínguez:
A Comparison between Time-Frequency and Cepstral Feature Representations for the Classification of Seismic-Volcanic Signals. CIARP 2014: 440-447 - [c101]Juan David Martínez-Vargas, Cristian Castro Hoyos, Germán Castellanos-Domínguez:
Entropy-based multichannel measure of stationarity for characterization of motor imagery patterns. EMBC 2014: 1469-1472 - [c100]Andrés Orozco-Duque, Sara Isabel Duque, Juan P. Ugarte, Catalina Tobón, Daniel Novák, Václav Kremen, Germán Castellanos-Domínguez, Javier Saiz, John Bustamante:
Fractionated electrograms and rotors detection in chronic atrial fibrillation using model-based clustering. EMBC 2014: 1579-1582 - [c99]Andrés Orozco-Duque, Juan David Martínez-Vargas, Daniel Novák, John Bustamante, Germán Castellanos-Domínguez:
Feature selection for discrimination of fractionation levels in atrial electrograms. EMBC 2014: 1595-1598 - [c98]Pablo A. Alvarado, Mauricio A. Álvarez, Genaro Daza-Santacoloma, Álvaro Orozco, Germán Castellanos-Domínguez:
A latent force model for describing electric propagation in deep brain stimulation: A simulation study. EMBC 2014: 2617-2620 - [c97]Juan David Martínez-Vargas, J. Sebastián Castaño-Candamil, Germán Castellanos-Domínguez:
Identification of brain networks using time-varying spatial constraints of neural activity reconstruction. EMBC 2014: 2789-2792 - [c96]David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez:
Kernel-based Atlas Image Selection for brain tissue segmentation. EMBC 2014: 2895-2898 - [c95]Fernando J. Martínez Tabares, Jorge Alberto Jaramillo-Garzón, Germán Castellanos-Domínguez:
Multiobjective optimization-based design of wearable electrocardiogram monitoring systems. EMBC 2014: 3029-3032 - [c94]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: 3897-3900 - [c93]E. Cuartas-Morales, Hans Hallez, Bart Vanrumste, Germán Castellanos-Domínguez:
Three-layer-isotropic skull conductivity representation in the EEG forward problem using spherical head models. EMBC 2014: 4904-4907 - [c92]E. Cuartas-Morales, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Influence of anisotropic white matter modeling on EEG source localization. EMBC 2014: 4920-4923 - [c91]Fernando J. Martínez Tabares, Natalia Gaviria Gómez, Germán Castellanos-Domínguez:
Very long-term ECG monitoring patch with improved functionality and wearability. EMBC 2014: 5964-5967 - [c90]Diego Hernán Peluffo-Ordóñez, Carlos Alzate, Johan A. K. Suykens, Germán Castellanos-Domínguez:
Optimal Data Projection for Kernel Spectral Clustering. ESANN 2014 - [c89]Diego Hernán Peluffo-Ordóñez, Santiago Murillo Rendón, Julián D. Arias-Londoño, Germán Castellanos-Domínguez:
A multi-class extension for multi-labeler support vector machines. ESANN 2014 - [c88]Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, José Carlos Príncipe:
Functional relevant multichannel kernel adaptive filter for human activity analysis. ICASSP 2014: 4369-4373 - [c87]Andrés Marino Álvarez-Meza, Santiago Molina-Giraldo, Germán Castellanos-Domínguez:
Correntropy-Based Adaptive Learning to Support Video Surveillance Systems. ICPR 2014: 2590-2595 - [c86]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: 3203-3208 - [c85]Juan David Martínez-Vargas, Cristian Castro Hoyos, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints. ICPR 2014: 3469-3474 - [c84]Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen, José L. Rodríguez, Germán Castellanos-Domínguez:
Unsupervised Relevance Analysis for Feature Extraction and Selection - A Distance-based Approach for Feature Relevance. ICPRAM 2014: 310-315 - 2013
- [j26]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: 68 (2013) - [j25]Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, S. Murillo Rendón, Germán Castellanos-Domínguez, J. F. Garcés:
Nonlinear Dynamics for Hypernasality Detection in Spanish Vowels and Words. Cogn. Comput. 5(4): 448-457 (2013) - [j24]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: 293-304 (2013) - [j23]Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Video analysis based on Multi-Kernel Representation with automatic parameter choice. Neurocomputing 100: 117-126 (2013) - [j22]Julio C. Garcia-Alvarez, H. Führ, Germán Castellanos-Domínguez:
Evaluation of Region-of-Interest coders using perceptual image quality assessments. J. Vis. Commun. Image Represent. 24(8): 1316-1327 (2013) - [j21]Alexander Sepúlveda, Rodrigo Capobianco Guido, Germán Castellanos-Domínguez:
Estimation of relevant time-frequency features using Kendall coefficient for articulator position inference. Speech Commun. 55(1): 99-110 (2013) - [c83]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: 71-80 - [c82]G. A. Arango-Argoty, Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, Leonardo Duque-Muñoz, Germán Castellanos-Domínguez:
Predicting Molecular Functions in Plants using Wavelet-based Motifs. BIOINFORMATICS 2013: 140-145 - [c81]Sebastian García-López, Jorge Alberto Jaramillo-Garzón, Germán Castellanos-Domínguez:
Optimization of Cost Sensitive Models to Improve Prediction of Molecular Functions. BIOSTEC (Selected Papers) 2013: 207-222 - [c80]Leonardo Duque-Muñoz, Carlos Guerrero-Mosquera, Germán Castellanos-Domínguez:
A Channel Selection Method for EEG Classification based on Exponentially Damped Sinusoidal Model and Stochastic Relevance Analysis. BIOSIGNALS 2013: 284-289 - [c79]Jorge Andrés Gómez García, José Luis Blanco Murillo, Juan Ignacio Godino-Llorente, Luis A. Hernández Gómez, Germán Castellanos-Domínguez:
GMM-based Classifiers for the Automatic Detection of Obstructive Sleep Apnea. BIOSIGNALS 2013: 364-367 - [c78]Andrés Eduardo Castro-Ospina, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez:
Automatic Graph Building Approach for Spectral Clustering. CIARP (1) 2013: 190-197 - [c77]Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez:
Kernel Spectral Clustering for Dynamic Data. CIARP (1) 2013: 238-245 - [c76]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: 334-342 - [c75]José Francisco Ruiz-Muñoz, Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez:
Threshold Estimation in Energy-Based Methods for Segmenting Birdsong Recordings. CIARP (1) 2013: 480-487 - [c74]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: 495-502 - [c73]Edgar F. Sierra-Alonso, Lina María Sepúlveda-Cano, Raquel Bailón-Luesma, Pablo Laguna, Germán Castellanos-Domínguez:
Estimating Respiratory Frequency from Heart Rate Variability during Treadmill Exercise Testing. CinC 2013: 121-124 - [c72]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: 643-646 - [c71]Fernando J. Martínez Tabares, Edilson Delgado-Trejos, Germán Castellanos-Domínguez:
Wearable and superhydrophobic hardware for ambulatory biopotential acquisition. EMBC 2013: 1847-1850 - [c70]Leonardo Duque-Muñoz, Carlos Guerrero-Mosquera, Germán Castellanos-Domínguez:
Stochastic relevance analysis of epileptic EEG signals for channel selection and classification. EMBC 2013: 2104-2107 - [c69]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: 2688-2691 - [c68]David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Local binary fitting energy solution by graph cuts for MRI segmentation. EMBC 2013: 5131-5134 - [c67]Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, Germán Castellanos-Domínguez:
Feature relevance analysis supporting automatic motor imagery discrimination in EEG based BCI systems. EMBC 2013: 7068-7071 - [c66]Andrés Eduardo Castro-Ospina, Cristian Castro Hoyos, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez:
Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering. EMBC 2013: 7076-7079 - [c65]Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Automatic Singular Spectrum Analysis for Time-Series Decomposition. ESANN 2013 - [c64]Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, Diego Chavez-Chamorro, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Normalized cuts clustering with prior knowledge and a pre-clustering stage. ESANN 2013 - [c63]Santiago Murillo Rendón, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez:
support vector machine-based aproach for multi-labelers problems. ESANN 2013 - [c62]Thomas J. Ramírez-Rozo, Hernan D. Benítez-Restrepo, Julio C. Garcia-Alvarez, Germán Castellanos-Domínguez:
Non-referenced Quality Assessment of Image Processing Methods in Infrared Non-destructive Testing. ICIAP (2) 2013: 121-130 - [c61]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: 843-852 - [c60]Santiago Molina-Giraldo, Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Video Segmentation Framework Based on Multi-kernel Representations and Feature Relevance Analysis for Object Classification. ICPRAM (Selected Papers) 2013: 273-283 - [c59]Santiago Molina-Giraldo, Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Video Segmentation based on Multi-kernel Learning and Feature Relevance Analysis for Object Classification. ICPRAM 2013: 396-401 - [c58]Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Rocco Langone, Johan A. K. Suykens, Germán Castellanos-Domínguez:
Kernel spectral clustering for dynamic data using multiple kernel learning. IJCNN 2013: 1-6 - [c57]Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez:
Automatic gender recognition in normal and pathological speech. INTERSPEECH 2013: 1707-1711 - [c56]Santiago Murillo Rendón, Cristian Castro Hoyos, Carlos Manuel Travieso-González, Germán Castellanos-Domínguez:
Phonocardiography Signal Segmentation for Telemedicine Environments. IWANN (2) 2013: 124-134 - [c55]Juan Beltrán-Castro, Juliana Valencia-Aguirre, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez, Carlos Manuel Travieso-González:
Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks. IWANN (1) 2013: 471-480 - [c54]Cristian Castro Hoyos, Santiago Murillo Rendón, César Germán Castellanos-Domínguez:
Heart Sound Segmentation in Noisy Environments. IWINAC (1) 2013: 254-263 - [c53]Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, César Germán Castellanos-Domínguez:
Kernel Spectral Clustering for Motion Tracking: A First Approach. IWINAC (1) 2013: 264-273 - [c52]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: 274-282 - [c51]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: 283-292 - [c50]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: 365-374 - 2012
- [j20]José Luis Rodríguez-Sotelo, Diego Hernán Peluffo-Ordóñez, David Cuesta-Frau, Germán Castellanos-Domínguez:
Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering. Comput. Methods Programs Biomed. 108(1): 250-261 (2012) - [j19]Juan David Martínez-Vargas, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez:
Time-frequency based feature selection for discrimination of non-stationary biosignals. EURASIP J. Adv. Signal Process. 2012: 219 (2012) - [j18]Juan David Martínez-Vargas, Lina María Sepúlveda-Cano, Carlos Manuel Travieso-González, Germán Castellanos-Domínguez:
Detection of obstructive sleep apnoea using dynamic filter-banked features. Expert Syst. Appl. 39(10): 9118-9128 (2012) - [j17]Genaro Daza-Santacoloma, Germán Castellanos-Domínguez, José C. Príncipe:
Locally linear embedding based on correntropy measure for visualization and classification. Neurocomputing 80: 19-30 (2012) - [c49]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: 214-219 - [c48]Diego Hernán Peluffo-Ordóñez, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez:
An Improved Multi-Class Spectral Clustering Based on Normalized Cuts. CIARP 2012: 130-137 - [c47]Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Human Activity Recognition by Class Label LLE. CIARP 2012: 260-267 - [c46]Lina María Sepúlveda-Cano, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Finite Rank Series Modeling for Discrimination of Non-stationary Signals. CIARP 2012: 691-698 - [c45]David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Extraction of Stationary Spectral Components Using Stochastic Variability. CIARP 2012: 765-772 - [c44]Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Feature Selection by Relevance Analysis for Abandoned Object Classification. CIARP 2012: 837-844 - [c43]Juan David Martínez-Vargas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Extraction of stationary components in biosignal discrimination. EMBC 2012: 1-4 - [c42]Lina María Sepúlveda-Cano, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Training using short-time features for OSA discrimination. EMBC 2012: 9-12 - [c41]Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez:
Biomedical Data Analysis by Supervised Manifold Learning. EMBC 2012: 41-44 - [c40]Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez:
Influence of delay time on regularity estimation for voice pathology detection. EMBC 2012: 4217-4220 - [c39]Fernando J. Martínez Tabares, Jairo Jose Espinosa-Oviedo, Germán Castellanos-Domínguez:
Improvement of ECG signal quality measurement using correlation and diversity-based approaches. EMBC 2012: 4295-4298 - [c38]Diego Hernán Peluffo-Ordóñez, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Effect of latency on clustering of P300 recordings for ADHD discrimination. EMBC 2012: 5202-5205 - [c37]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: 5554-5557 - [c36]Sebastian García-López, Jorge Alberto Jaramillo-Garzón, Germán Castellanos-Domínguez:
Improving the prediction of sub-cellular locations of proteins with a particle swarm optimization-based boosting strategy. EMBC 2012: 6313-6316 - [c35]Alexander Sepúlveda, Germán Castellanos-Domínguez, Rodrigo Capobianco Guido:
Time-frequency relevant features for critical articulators movement inference. EUSIPCO 2012: 2802-2806 - [c34]Santiago Molina-Giraldo, Andrés Marino Álvarez-Meza, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez:
Image Segmentation Based on Multi-Kernel Learning and Feature Relevance Analysis. IBERAMIA 2012: 501-510 - [c33]Alexander Sepúlveda, Rodrigo Capobianco Guido, Germán Castellanos-Domínguez:
Inference of Critical Articulator Position for Fricative Consonants. INTERSPEECH 2012: 711-714 - [c32]Benhur Ortiz Jaramillo, Hermes Alexander Fandiño Toro, Hernan D. Benítez-Restrepo, Sergio A. Orjuela Vargas, Germán Castellanos-Domínguez, Wilfried Philips:
Multi-resolution analysis for region of interest extraction in thermographic nondestructive evaluation. Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications 2012: 82951J - [c31]Benhur Ortiz Jaramillo, Julio C. Garcia-Alvarez, H. Führ, Germán Castellanos-Domínguez, Wilfried Philips:
Quantifying image distortion based on Gabor filter bank and multiple regression analysis. IQSP 2012: 82930E - 2011
- [j16]Lina María Sepúlveda-Cano, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Relevance Analysis of Stochastic Biosignals for Identification of Pathologies. EURASIP J. Adv. Signal Process. 2011 (2011) - [j15]Lina María Sepúlveda-Cano, Eduardo Gil, Pablo Laguna, Germán Castellanos-Domínguez:
Selection of Nonstationary Dynamic Features for Obstructive Sleep Apnoea Detection in Children. EURASIP J. Adv. Signal Process. 2011 (2011) - [j14]Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez:
Global and local choice of the number of nearest neighbors in locally linear embedding. Pattern Recognit. Lett. 32(16): 2171-2177 (2011) - [j13]Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez:
Automatic Detection of Pathological Voices Using Complexity Measures, Noise Parameters, and Mel-Cepstral Coefficients. IEEE Trans. Biomed. Eng. 58(2): 370-379 (2011) - [c30]Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Image Synthesis Based on Manifold Learning. CAIP (2) 2011: 405-412 - [c29]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: 206-213 - [c28]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: 451-458 - [c27]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: 945-948 - [c26]Lina María Sepúlveda-Cano, Eduardo Gil, Pablo Laguna, Germán Castellanos-Domínguez:
Sleep apnoea detection in children using PPG envelope-based dynamic features. EMBC 2011: 1483-1486 - [c25]Ruben-Dario Pinzon-Morales, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez:
EEG seizure identification by using optimized wavelet decomposition. EMBC 2011: 2675-2678 - [c24]Jorge Andrés Gómez García, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Complexity-based analysis for the detection of heart murmurs. EMBC 2011: 2728-2731 - [c23]Juan David Martínez-Vargas, Lina María Sepúlveda-Cano, Germán Castellanos-Domínguez:
On determining available stochastic features by spectral splitting in obstructive sleep apnea detection. EMBC 2011: 6079-6082 - [c22]Jorge I. Padilla-Buritica, Eduardo Giraldo, Germán Castellanos-Domínguez:
EEG source localization based on multivariate autoregressive models using Kalman filtering. EMBC 2011: 7151-7154 - [c21]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: 529-532 - [c20]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: 167-174 - [c19]Leonardo Duque-Muñoz, Luis David Avendaño-Valencia, Germán Castellanos-Domínguez:
Discrimination of Epileptic Events Using EEG Rhythm Decomposition. IWINAC (2) 2011: 436-444 - [c18]Paola Castro-Cabrera, Jorge Gómez-García, Francia Restrepo, Oscar Moscoso, Germán Castellanos-Domínguez:
Methodology for Attention Deficit/Hyperactivity Disorder Detection by Means of Event-Related Potentials. IWINAC (2) 2011: 445-453 - [c17]Jorge Andrés Gómez García, Carolina Ospina Aguirre, Edilson Delgado-Trejos, Germán Castellanos-Domínguez:
Methodology for Epileptic Episode Detection Using Complexity-Based Features. IWINAC (2) 2011: 454-462 - [c16]Juan Rafael Orozco-Arroyave, S. Murillo Rendón, Jesús Francisco Vargas-Bonilla, Edilson Delgado-Trejos, Julián D. Arias-Londoño, Germán Castellanos-Domínguez:
Nonlinear Dynamics for Hypernasality Detection. NOLISP 2011: 207-214 - [c15]Milton Orlando Sarria-Paja, Germán Castellanos-Domínguez:
Robust Pathological Voice Detection Based on Component Information from HMM. NOLISP 2011: 254-261 - [c14]Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez:
Complexity Analysis Using Nonuniform Embedding Techniques for Voice Pathological Discrimination. NOLISP 2011: 262-269 - 2010
- [j12]Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Regularization parameter choice in locally linear embedding. Neurocomputing 73(10-12): 1595-1605 (2010) - [j11]Luis Gonzalo Sánchez Giraldo, Germán Castellanos-Domínguez:
Weighted feature extraction with a functional data extension. Neurocomputing 73(10-12): 1760-1773 (2010) - [j10]Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez:
An improved method for voice pathology detection by means of a HMM-based feature space transformation. Pattern Recognit. 43(9): 3100-3112 (2010) - [c13]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: 25-30
2000 – 2009
- 2009
- [j9]Genaro Daza-Santacoloma, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez:
Dynamic Feature Extraction: an Application to Voice Pathology Detection. Intell. Autom. Soft Comput. 15(4): 667-682 (2009) - [j8]José Luis Rodríguez-Sotelo, David Cuesta-Frau, Germán Castellanos-Domínguez:
Unsupervised classification of atrial heartbeats using a prematurity index and wave morphology features. Medical Biol. Eng. Comput. 47(7): 731-741 (2009) - [j7]Mauricio Orozco-Alzate, Robert P. W. Duin, Germán Castellanos-Domínguez:
A generalization of dissimilarity representations using feature lines and feature planes. Pattern Recognit. Lett. 30(3): 242-254 (2009) - [j6]Edilson Delgado-Trejos, Alexandre Perera-Lluna, Montserrat Vallverdú-Ferrer, Peré Caminal-Magrans, Germán Castellanos-Domínguez:
Dimensionality Reduction Oriented Toward the Feature Visualization for Ischemia Detection. IEEE Trans. Inf. Technol. Biomed. 13(4): 590-598 (2009) - [c12]Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez:
Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding. CIARP 2009: 77-84 - [c11]Luis Gonzalo Sánchez Giraldo, Fernando Martínez Tabares, Germán Castellanos-Domínguez:
Functional Feature Selection by Weighted Projections in Pathological Voice Detection. CIARP 2009: 329-336 - [c10]Milton Orlando Sarria-Paja, Germán Castellanos-Domínguez, Natalia Gaviria Gómez:
Principal component analysis for HMM-based pathological voice detection. MAVEBA 2009: 69-72 - 2008
- [j5]Johanna Carvajal González, Milton Orlando Sarria-Paja, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez:
Reducción de espacios de entrenamiento de HMMS empleando DPCA. Rev. Avances en Sistemas Informática 5(3): 201-212 (2008) - [c9]Andrea Rodríguez-Sánchez, Edilson Delgado-Trejos, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez, Enrique Guijarro-Estellés:
Nonlinear Dynamics Techniques for the Detection of the Brain Areas Using MER Signals. BMEI (2) 2008: 198-202 - [c8]Cristian Guarnizo, Álvaro Orozco, Germán Castellanos-Domínguez:
Microelectrode Signals Segmentation Using Stationary Wavelet Transform. BMEI (2) 2008: 450-454 - 2007
- [j4]Andrés F. Quiceno M., Germán Castellanos-Domínguez, Luis E. Avendaño, José M. Ferrero:
Optimización en el Desempeño de Algoritmos de Detección de Complejos QRS. Rev. Avances en Sistemas Informática 4(1): 145-154 (2007) - [j3]Andrés M. Castao, Edison Delgado T., Juan I. Rodino, Germán Castellanos-Domínguez:
Análisis Acústico sobre Señales de Auscultación Digital para la Detección de Soplos Cardíacos. Rev. Avances en Sistemas Informática 4(3): 171-182 (2007) - [c7]Luis Sánchez, Fernando Martínez, Germán Castellanos-Domínguez, Augusto Salazar:
Feature Extraction of Weighted Data for Implicit Variable Selection. CAIP 2007: 840-847 - [c6]Mauricio Orozco-Alzate, Robert P. W. Duin, César Germán Castellanos-Domínguez:
Generalizing Dissimilarity Representations Using Feature Lines. CIARP 2007: 370-379 - 2006
- [j2]Mauricio Orozco-Alzate, César Germán Castellanos-Domínguez:
Comparison of the nearest feature classifiers for face recognition. Mach. Vis. Appl. 17(5): 279-285 (2006) - [j1]Luis Felipe Giraldo, Edilson Delgado-Trejos, Germán Castellanos-Domínguez:
Cinemática Inversa de un Brazo Robot Utilizando Algoritmos Genéticos. Rev. Avances en Sistemas Informática 3(1): 29-34 (2006) - [c5]Germán Castellanos-Domínguez, Edilson Delgado-Trejos, Genaro Daza, Luis G. Sanchez, Julio F. Suarez:
Feature Selection in Pathology Detection using Hybrid Multidimensional Analysis. EMBC 2006: 5503-5506 - [c4]Germán Castellanos-Domínguez, Genaro Daza, Luis Sánchez, Omar Castrillon, Julio F. Suarez:
Acoustic Speech Analysis for Hypernasality Detection in Children. EMBC 2006: 5507-5510 - [c3]Mauricio A. Álvarez, Ricardo Henao, Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Álvaro Ángel Orozco:
Kernel Principal Component Analysis through Time for Voice Disorder Classification. EMBC 2006: 5511-5514 - [c2]Álvaro Ángel Orozco, Mauricio A. Álvarez, Enrique Guijarro-Estellés, Germán Castellanos-Domínguez:
Identification of Spike Sources using Proximity Analysis through Hidden Markov Models. EMBC 2006: 5555-5558 - [c1]Augusto Salazar, Genaro Daza-Santacoloma, Luis Sánchez, Flavio Prieto, Germán Castellanos-Domínguez, Colombia Quintero:
Feature Extraction & Lips Posture Detection Oriented to the Treatment of CLP Children. EMBC 2006: 5747-5750
Coauthor Index
Andrés Marino Álvarez-Meza
aka: Andrés Álvarez-Meza
aka: A. Álvarez-Meza
aka: A. M. Álvarez-Mesa
aka: Andrés M. Álvarez
aka: Andrés Álvarez-Meza
aka: A. Álvarez-Meza
aka: A. M. Álvarez-Mesa
aka: Andrés M. Álvarez
[j67] [j66] [j65] [j63] [j62] [j61] [j60] [j59] [c174] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j47] [c171] [j41] [c160] [c159] [c158] [j40] [c137] [c136] [j35] [j33] [c134] [c133] [j32] [c127] [c125] [c124] [c111] [c108] [c107] [c106] [c105] [c104] [c94] [c88] [c87] [c86] [c85] [j23] [c78] [c77] [c74] [c67] [c65] [c61] [c60] [c59] [c50] [c47] [c44] [c42] [c41] [c34] [j14] [c30] [c29] [c21] [c12]
David Cárdenas-Peña
aka: David Augusto Cárdenas-Peña
aka: David Augusto Cárdenas-Peña
Genaro Daza-Santacoloma
aka: Genaro Daza
aka: Genaro Daza
Álvaro-Ángel Orozco-Gutierrez
aka: Álvaro Ángel Orozco-Guitiérrez
aka: Álvaro Ángel Orozco
aka: Álvaro Á. Orozco
aka: Álvaro Orozco
aka: Álvaro Ángel Orozco-Guitiérrez
aka: Álvaro Ángel Orozco
aka: Álvaro Á. Orozco
aka: Álvaro Orozco
S. Murillo Rendón
aka: Santiago Murillo Rendón
aka: Santiago Murillo Rendón
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