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Browsing by Author "Cárdenas Montes, Miguel"
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Presentation
A Genetic Programming infrastructure profiting from public computation resources
Chávez de la O, F.; Rubio del Solar, Manuel; Guisado Lízar, José Luís; Lombraña González, Daniel; Cárdenas Montes, Miguel; Fernández de Vega, Francisco (Editorial CIEMAT, 2007)In this article an experience of the utilization of PRC (Public Resource Computation) in research projects that needs ...
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Master's Final Project
Desarrollo de algoritmos basados en inteligencia artificial para clasificaci ́on de eventos en los experimentos DEAP-3600
Ramírez Pérez, Juan Antonio (2020)La inteligencia artificial y especialmente las redes neuronales están siendo ampliamente utilizadas en física de partículas ...
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Article
Evolutionary game theory in a cell: A membrane computing approach
García Victoria, Pedro; Cavaliere, Matteo; Gutiérrez Naranjo, Miguel Ángel; Cárdenas Montes, Miguel (ELSEVIER SCIENCE INC, 2022)Evolutionary Game Theory studies the spreading of strategies in populations. An important question of the area concerns ...
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Presentation
PBIL for Optimizing Hyperparameters of Convolutional Neural Networks and STL Decomposition
Vasco Carofilis, Roberto A.; Gutiérrez Naranjo, Miguel Ángel; Cárdenas Montes, Miguel (Springer, 2020)The optimization of hyperparameters in Deep Neural Net-works is a critical task for the final performance, but it involves ...
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Article
PBIL for optimizing inception module in convolutional neural networks
García Victoria, Pedro; Gutiérrez Naranjo, Miguel Ángel; Cárdenas Montes, Miguel; Vasco Carofilis, Roberto A. (Oxford University Press, 2023)Inception module is one of the most used variants in convolutional neural networks. It has a large portfolio of success ...