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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
Computer Methods and Programs in Biomedicine(1)
DYNA (Colombia)(1)
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS(1)
STSIVA 2012 - 17th Symposium of Image, Signal Processing, and Artificial Vision(1)
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Enfermedades(2)
Fisiología humana(2)
Ginecología, obstetricia, pediatría, geriatría(2)
Métodos informáticos especiales(2)
Ciencias de la computación(1)
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Aprendizaje automático(4)
Ciencias de la computación(3)
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Neurología(1)
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scopus(6)
An improved multi-class spectral clustering based on normalized cuts
Conference ObjectAbstract: In this work, we present an improved multi-class spectral clustering (MCSC) that represents an alterPalabras claves:Autores:Acosta-Medina C.D., Castellanos-Dominguez G., Diego Hernán Peluffo-OrdóñezFuentes:scopusEffect of latency on clustering of P300 recordings for ADHD discrimination
Conference ObjectAbstract: This paper is focused on testing the latency contribution as regards the quality of formed groups foPalabras claves:Autores:Castellanos-Dominguez G., Diego Hernán Peluffo-Ordóñez, Martinez-Vargas J.D.Fuentes:scopusP300 analysis based on time frequency decomposition methods for adhd discrimination in child population
Conference ObjectAbstract: According to the Diagnostic and Statistical Manual of Mental Disorders (DSM-IV), attention deficit hPalabras claves:Attention Deficit Hyperactivity Disorder, Discrete Wavelet Transform, empirical mode decomposition, Evoked potentials, P300Autores:A. E. Castro-Ospina, Castellanos-Dominguez G., Duque-Munoz L.Fuentes:scopusImage segmentation based on multi-kernel learning and feature relevance analysis
Conference ObjectAbstract: In this paper an automatic image segmentation methodology based on Multiple Kernel Learning (MKL) isPalabras claves:Kernel learning, Relevance analysis, Spectral clusteringAutores:Álvarez-Meza A.M., Castellanos-Dominguez G., Diego Hernán Peluffo-Ordóñez, Molina-Giraldo S.Fuentes:scopusUnsupervised feature relevance analysis applied to improve ECG heartbeat clustering
ArticleAbstract: The computer-assisted analysis of biomedical records has become an essential tool in clinical settinPalabras claves:Electrocardiogram analysis, feature selection, Heartbeat classification, Q-α algorithm, Relevance analysisAutores:Castellanos-Dominguez G., Cuesta-Frau D., Diego Hernán Peluffo-Ordóñez, Rodríguez-Sotelo J.L.Fuentes:scopusWeighted time series analysis for electroencephalographic source localization
ArticleAbstract: This paper presents a new method to estimate neural activity from electroencephalographic signals usPalabras claves:Brain mapping, Inverse Problem, Weighting matrixAutores:Castellanos-Dominguez G., Diego Hernán Peluffo-Ordóñez, Giraldo E.Fuentes:scopus