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Advances in Intelligent Systems and Computing(2)
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scopus(9)
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:googlescopusDetection 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:googlescopusDetermination 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:googlescopusOptimization 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:googlescopusMammogram classification schemes by using convolutional neural networks
Conference ObjectAbstract: This work presents the comparison of two schemes of mammogram classification based on convolutionalPalabras claves:Breast Cancer, Convolutional neural network, Machine learning, Mammography, TensorFlowAutores:Carlos Aguilar, Danny Soriano, Eduardo Tusa, Ivan Ramirez-Morales, Maritza Pinta, Wilmer Rivas AsanzaFuentes:googlescopusMathematical model of intrusion detection based on sequential execution of commands applying pagerank
Conference ObjectAbstract: Cybersecurity in networks and computer systems is a very important research area for companies and iPalabras claves:Commands, Digital fingerprint, intrusion detection, Pagerank, SequencesAutores:César Byron Guevara Maldonado, Cesar Guevara, Dioselina Pimbosa Ortiz, Fernando Aguilar-Galvez, Hugo Arias-Flores, Ivan Ramirez-Morales, Jairo Hidalgo-Guijarro, Lorena Chalco, Lorena Zapata-Saavedra, Marco Yandún-VelasteguíFuentes:googlescopus