A proposed diffuse model to determine overweight and obesity in children and adolescents

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-10-05T16:34:06Z
Fecha de publicación2020-01-01
ResumenMexico is among the countries with the highest prevalence of overweight and obesity among children and adolescents. Therefore, an economical, rapid, reproducible and easy to implement technique that allows early detection in the school environment of overweight and obesity in children and adolescents is need. This paper presents a technique that meets these expectations based on a diffuse inference model with a set of 81 rules for the classification of body composition among 92 girls and 88 boys between the ages of 10 and 14 years. Weight, body mass index, fat mass percentage and the percentage of habitual weight were taken as attributes. For each attribute three diffuse sets were defined: normal, overweight and obese. To classify the value of the attribute, the most used references in the literature and those used by consulted nutritionists and pediatricians were used. As a result of the application of the diffuse model, an average accuracy of 97.6% was obtained with a 4.2% error for the corporal classification of girls and 93.4% with a 4.6% error for boys.es_ES
Doihttps://doi.org/10.4067/s0717-75182020000400545es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/5877
Idiomaeses_ES
EditorialSociedad Chilena de Nutricion Bromatologia y Toxilogicaes_ES
RelaciónRevista Chilena de Nutriciones_ES
URL relacionadohttps://doi.org/10.4067/s0717-75182020000400545es_ES
DerechosAcceso abierto (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_abf2es_ES
FuenteRevista Chilena de Nutricion
Palabra claveAnthropometryes_ES
Palabra claveBody compositiones_ES
Palabra claveBody perimeterses_ES
Palabra claveFuzzy logices_ES
Palabra claveObesityes_ES
TítuloA proposed diffuse model to determine overweight and obesity in children and adolescentses_ES
Título alternativoPropuesta de un modelo difuso para determinar sobrepeso y obesidad en niños y adolescenteses_ES
TipoArtículoes_ES
ArbitradoHa sido Arbitradoes_ES
AutorLisset Alva, R.
AutorJulio Laria, M.
AutorSalvador Ibarra, M.
AutorJosé Castán, R.
AutorJesús Terán, V.
AutorLisset Alva, R.es_ES
AutorJulio Laria, M.es_ES
AutorSalvador Ibarra, M.es_ES
AutorJosé Castán, R.es_ES
AutorJesús Terán, V.es_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Número4es_ES
Rango de páginas545-551es_ES
URL relacionadahttps://doi.org/10.4067/s0717-75182020000400545
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen47es_ES

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