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Classical music pbkp_rediction and composition by means of variational autoencoders
ArticleAbstract: This paper proposes a new model for music pbkp_rediction based on Variational Autoencoders (VAEs). IPalabras claves:deep learning, Music composition, Variational autoencodersAutores:Ezquerra N., Fernández-Blanco E., Ivan Ramirez-Morales, Rivero D., Sierra A.P.Fuentes:googlescopusAutomated early detection of drops in commercial egg production using neural networks
ArticleAbstract: 1. The purpose of this work was to support decision-making in poultry farms by performing automaticPalabras claves:Farming systems, Laying hens, Machine learning, modelling, production dropsAutores:Fernández-Blanco E., Ivan Ramirez-Morales, Rivero D., Sierra A.P.Fuentes:googlescopusAutomatic classification of water samples using an optimized svm model applied to cyclic voltammetry signals
ArticleAbstract: Background: concern about the quality of the water for human consumption has become widespread amongPalabras claves:authenticity, Electronic tongue, Machine learning, Voltammetry, water qualityAutores:Cinthia Romero Flores, Hugo Romero Bonilla, Ivan Ramirez-MoralesFuentes:scopusDetection of Cutaneous Tumors in Dogs Using Deep Learning Techniques
Conference ObjectAbstract: Cytological diagnosis is useful in the practical context compared to the histopathology, since it caPalabras claves:Cáncer, convolutional neural networks, cytology, deep learning, VeterinaryAutores:César Byron Guevara Maldonado, Cesar Guevara, Esmeralda Pimbosa, Hugo Arias-Flores, Ivan Ramirez-Morales, Jairo Hidalgo-Guijarro, Lenin Aguilar, Lorena Chalco, Lorena Zapata-Saavedra, Marco Yandún-VelasteguíFuentes:googlescopusDetection of bovine mastitis in raw milk, using a low-cost nir spectrometer and k-nn algorithm
ArticleAbstract: Among the bovine diseases, mastitis causes high economic losses in the dairy production system. NowaPalabras claves:CALIFORNIA MASTITIS TEST, Dairy, Health monitoring, Machine learning, Near infrared reflected spectraAutores:Fernández-Blanco E., Ivan Ramirez-Morales, Jhonny E. Pérez, Lenin Aguilar, Rivero D., Sierra A.P.Fuentes:scopusDetermination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques
ArticleAbstract: Currently, consumers are more concerned about freshness and quality of food. Poultry egg storage timPalabras claves:Chemometrics, Freshness, Neural networks, Non-destructive, poultryAutores:Fernández-Blanco E., Ivan Ramirez-Morales, Julian Coronel-Reyes, Rivero D., Sierra A.P.Fuentes:googlescopusEarly warning in egg production curves from commercial hens: A SVM approach
ArticleAbstract: Artificial Intelligence allows the improvement of our daily life, for instance, speech and handwrittPalabras claves:Drop in egg production, Early warning, Machine learning, Poultry management, SUPPORT VECTOR MACHINESAutores:Fernández-Blanco E., Ivan Ramirez-Morales, Rivero D., Sierra A.P.Fuentes:googlescopusMulti-category classification of mammograms by using convolutional neural networks
Conference ObjectAbstract: This work describes the process of multi-category classification of mammograms by using ConvolutionaPalabras claves:BIRADS, Breast Cancer, Convolutional neural network, pattern recognition, TensorFlowAutores:Bertha Mazon-Olivo, Campoverde E., Eduardo Tusa, Ivan Ramirez-Morales, Moya E., Wilmer Rivas AsanzaFuentes:googlescopusOccurrence Pbkp_rediction of Riffle Beetles (Coleoptera: Elmidae) in a Tropical Andean Basin of Ecuador Using Species Distribution Models
ArticleAbstract: Genera and species of Elmidae (riffle beetles) are sensitive to water pollution; however, in tropicaPalabras claves:Elmid genera, presence–absence records, random forest, species distribution models, streamsAutores:Daniela Elisabet Ballari, Forio M.A.E., Goethals P.L.M., Gonzalo Sotomayor, Hampel H., Ivan Ramirez-Morales, Jorge Romero, Montesinos B., Raúl F. Vázquez, Xavier GalarzaFuentes:scopusOptimization of NIR calibration models for multiple processes in the sugar industry
ArticleAbstract: The measurements of Near-Infrared (NIR) Spectroscopy, combined with data analysis techniques, are wiPalabras claves:Agro-industry, Calibration models, Chemometrics, Machine learning, NIR, SUPPORT VECTOR MACHINESAutores:Fernández-Blanco E., Ivan Ramirez-Morales, Rivero D., Sierra A.P.Fuentes:googlescopus