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Neuroevolution-based adaptive antenna array beamforming scheme to improve the V2V communication performance at intersections
(MDPI, 2021)
The opportunistic exchange of information between vehicles can significantly contribute to reducing the occurrence of accidents and mitigating their damages. However, in urban environments, especially at intersection ...
Two-level genetic algorithm for evolving convolutional neural networks for pattern recognition
(IEEE-Inst Electrical Electronics Engineers, 2021)
The aim of Neuroevolution is to nd neural networks and convolutional neural network (CNN)
architectures automatically through evolutionary algorithms. A crucial problem in neuroevolution is search
time, since multiple ...
Técnicas de inteligencia artificial aplicadas a la planificación de construcción de plantas fotovoltaicas
La generación fotovoltaica es una de las tecnologías clave para alcanzar los retos de
transición energética. Así, en los últimos años se ha observado un incremento en la ejecución
de proyectos de grandes plantas ...
Neuroevolution of Convolutional Neural Networks for COVID-19 Classification in X-ray Images
(Universidad Veracruzana. Instituto de Investigaciones en Inteligencia Artificial. Región Xalapa., 2021-06)
Neuroevolution of Convolutional Neural Networks for COVID-19 Classification in X-ray Images
(Universidad Veracruzana. Centro de Investigaciones de Inteligencia Artificial. Región Xalapa, 2021-06)
Neuroevolutive Control of Industrial Processes Through Mapping Elites
(IEEE, 2021)
Classical model-based control techniques used in process control applications present a tradeoff between performance and computational load, especially when using complex nonlinear methods. Learning-based techniques that ...
A Neuro-Evolutive Interval Type-2 TSK Fuzzy System for Volatile Weather Forecasting
(International Conference on Intelligent Computing, 2010)
This paper presents an hybrid Neuro-Evolutive algorithm for a First-order Interval Type-2 TSK Fuzzy Logic System applied to a volatile weather forecasting case. All results are tested by statistical tests as Goldfeld-Quant, ...