Mostrando 10 resultados de: 15
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Advances in Intelligent Systems and Computing(2)
2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings(1)
2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016(1)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018(1)
Classification of Impaired Waist to Height Ratio Using Machine Learning Technique
Conference ObjectAbstract: Metabolic dysfunctions are a set of metabolic risk factors that include abdominal obesity, dyslipidePalabras claves:Anthropometrics measurements, K-means clustering algorithm, Waist to height ratio (WHtR)Autores:A. La Cruz, Perpinan G., Sara Wong De Balzan, Severeyn E.Fuentes:scopusClassification of metabolic syndrome subjects and marathon runners with the k-means algorithm using heart rate variability features
Conference ObjectAbstract: In this paper, we have applied the k-means clustering algorithm to classify three study groups (peopPalabras claves:Autores:Altuve M., Perpinan G., Sara Wong De Balzan, Severeyn E.Fuentes:rraaescopusAssessment of Anthropometric Measurements for Obesity and Abnormal Body Fat Percentage Diagnosis Using k-means as Clustering Technique
Conference ObjectAbstract: The increased prevalence of overweight and obesity has become a major factor in public spending in cPalabras claves:Anthropometrics measurements, k-means clustering, Skinfold thinknessAutores:A. La Cruz, Herrera H., Sara Wong De Balzan, Severeyn E., Velasquez J.Fuentes:scopusAn aide diagnosis system based on k-means for insulin resistance assessment in eldery people from the Ecuadorian highlands
Conference ObjectAbstract: The lack of standardized cut-off values for the surrogate methods to diagnose Insulin resistance (IRPalabras claves:Elderly, Homa-IR, Insulin Resistance, K-Means, Quicki, unsupervided learningAutores:Cristian Vintimilla, Fabian Astudillo-Salinas, Lorena Esperanza Torres Encalada, Sara Wong De Balzan, Severeyn E.Fuentes:scopusDetección de la intención de movimiento de extremidades inferiores usando métodos de aprendizaje supervisado
Bachelor ThesisAbstract: Este trabajo se enmarca dentro el proyecto Prototipo de exoesqueleto usable en las extremidades infePalabras claves:EMG, EXOESQUELETO, MNF, Reconocimiento de Patrones, Redes neuronales artificiales, SNRAutores:Felipe Emmanuel Astudillo Palomeque, José Fernando Charry Villamagua, Luis Ismael Minchala Ávila, Sara Wong De BalzanFuentes:rraaeDiagnosis of Type 2 Diabetes and Pre-diabetes Using Machine Learning
Conference ObjectAbstract: The type-2 diabetes (T2D) is a multifactorial chronic disease that reduces the quality of lifestylePalabras claves:Area under the glucose curve, Area under the insulin curve, K-Means, Oral glucose tolerance test, Statistical AnalysisAutores:Altuve M., Díaz J., Herrera H., Perpinan G., Sara Wong De Balzan, Severeyn E., Velasquez J.Fuentes:scopusAlgoritmos de aprendizaje no supervisado para la estimación de la resistencia a la insulina y el síndrome metabólico en el adulto mayor de la ciudad de Cuenca
Bachelor ThesisAbstract: En este trabajo de titulación se explora la Resistencia a la Insulina (RI) y el Síndrome MetabólicoPalabras claves:Adulto mayor, ELECTRÓNICA, K-Medias, Kohonen, REDES, Síndrome metábolicoAutores:Christian Xavier Vintimilla García, Fabian Astudillo-Salinas, Sara Wong De BalzanFuentes:rraaeECG Multilead QT Interval Estimation Using Support Vector Machines
ArticleAbstract: This work reports a multilead QT interval measurement algorithm for a high-resolution digital electrPalabras claves:Autores:Cuadros J., Dugarte N., Pablo Vanegas Peralta, Ruben Medina Molina, Sara Wong De Balzan, Villie MorochoFuentes:scopusNormalización de entradas de una red de Kohonen para clasificación de síndrome metabólico en adultos mayores de la ciudad de Cuenca
ArticleAbstract: Uno de los desafíos al usar mapas autoorganizativos de Kohonen (SOM) es el preprocesamiento o normalPalabras claves:Autores:Christian Vintimilla, Erika Severeyn, Fabian Astudillo-Salinas, Lorena Encalada, Sara Wong De BalzanFuentes:rraaeLower limbs motion intention detection by using pattern recognition
Conference ObjectAbstract: Electromyographic (EMG) signals processing allows to perform the detection of the intention of movemPalabras claves:ANN, EMG, Intended Motion, Lower limbsAutores:Felipe Astudillo, Jose Charry, Luis Ismael Minchala Ávila, Sara Wong De BalzanFuentes:scopus