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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
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scopus(6)
Classification of hand movements from non-invasive brain signals using lattice neural networks with dendritic processing
Conference ObjectAbstract: EEG-based BCIs rely on classification methods to recognize the brain patterns that encode user’s intPalabras claves:Brain-Computer Interface, Electroencephalogram, Lattice Neural Network, Motor imageryAutores:Antelis J.M., Falcón-Morales L.E., Ojeda L., Roberto Vega, Sanchez-Ante G., Sossa H.Fuentes:scopusBlood vessel segmentation in retinal images using lattice neural networks
Conference ObjectAbstract: Blood vessel segmentation is the first step in the process of automated diagnosis of cardiovascularPalabras claves:Autores:Falcón-Morales L.E., Guevara E., Roberto Vega, Sanchez-Ante G., Sossa H.Fuentes:scopusHemodynamic pattern recognition during deception process using functional near-infrared spectroscopy
ArticleAbstract: Deception is considered a psychological process by which one individual deliberately attempts to conPalabras claves:Deception detection, Functional near-infrared spectroscopy (fNIRS), Hemodynamic activity, pattern recognitionAutores:Fuentes-Aguilar R.Q., Garcia-Gonzalez A., Hernandez-Reynoso A.G., Linn E.K., Roberto Vega, Sanchez-Ante G., Santos-Garcia A.Fuentes:scopusImproving pattern classification of DNA microarray data by using PCA and Logistic Regression
Conference ObjectAbstract: DNA microarrays is a technology that can be used to diagnose cancer and other diseases. To automatePalabras claves:DNA Microarray, Feature reduction, logistic regression, Principal Component AnalysisAutores:De Luna M.A., Falcón-Morales L.E., Ocampo-Vega R., Roberto Vega, Sanchez-Ante G., Sossa H.Fuentes:scopusPattern analysis in DNA microarray data through PCA-based gene selection
Conference ObjectAbstract: DNA microarrays is a technology that can be used to diagnose cancer and other diseases. To automatePalabras claves:Autores:De Luna M.A., Falcón-Morales L.E., Ocampo R., Roberto Vega, Sanchez-Ante G., Sossa H.Fuentes:scopusRetinal vessel extraction using Lattice Neural Networks with dendritic processing
ArticleAbstract: Retinal images can be used to detect and follow up several important chronic diseases. The classificPalabras claves:Blood vessel segmentation, Dendritic processing, Diabetic Retinopathy, machine vision, Neural networks, pattern recognitionAutores:Falcón-Morales L.E., Guevara E., Roberto Vega, Sanchez-Ante G., Sossa H.Fuentes:scopus