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One of the important processes in the sericulture industry that allows the separation of individuals who can produce longer wires and better is the identification of the sex of the silkworm. This article aims to build a prototype of an optical penetration system with infrared that allows to infer the existence or not of chitin glands. The aim is to carry out visual inspection on the segment of the silk pupae pupae through infrared emission from a set of leds and to collect the difference of the input and output intensities of the waves emitted by means of phototransistors, the results of the difference will be performed by data mining with WEKA software in the classification mode, which allows inferring the genus of the pupae. This approach is cost-effective, low cost, with good collection and processing speed, and is not destructive to pupae,

DETERMINAÇÃO DO SEXO DE PUPAS DO BICHO DA SEDA (BOMBYX MORI) POR MINERAÇÃO DE DADOS