Listar Ingeniería de Sistemas por tema "Redes neuronales (Informática)"
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Dataset of manually classified images obtained from a construction site
(Elsevier, 2022)Acceso abiertoA manually classified dataset of images obtained by four static cameras located around a construction site is presented. Eight object classes, typically found in a construction environment, were considered. The dataset ... -
Dimensionality reduction via an orthogonal autoencoder approach for hyperspectral image classification
(The International Society for Photogrammetry and Remote Sensing, 2020)Acceso abiertoNowadays, the increasing amount of information provided by hyperspectral sensors requires optimal solutions to ease the subsequent analysis of the produced data. A common issue in this matter relates to the hyperspectral ... -
Implementación de una Red Neuronal Convolucional para la clasificación de ruido sísmico y señales sísmicas
(IEEE, 2021)Acceso restringidoThis article develops a detection methodology of seismic events based on Convolutional Neural Network in order to improve the processing of huge rawdata of seismograms. This is a trained model by using 45 thousand signals ... -
SCUT sampling and classification algorithms to identify levels of child malnutrition
(Springer, 2020)Acceso restringidoChild malnutrition results in millions of deaths every year. This condition is a potential problem in Peruvian society, especially in the rural parts of the country. The consequences of malnutrition range from physical ...