Listar por autor "Morell, José Ángel"
Mostrando ítems 1-3 de 3
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A multi-objective approach for communication reduction in federated learning under devices heterogeneity constraints
Morell, José Ángel; Abdelmoiz Dahi, Zakaria; Chicano-García, José-Francisco
; Luque-Polo, Gabriel Jesús; Alba-Torres, Enrique (Elsevier, 2024-02-24)
Federated learning is a paradigm that proposes protecting data privacy by sharing local models instead of raw data during each iteration of model training. However, these models can be large, with many parameters, provoking ... -
On-street parking space localization with deep learning using low-quality images from public cameras
Morell, José Ángel; Luque-Polo, Gabriel Jesús; Alba-Torres, Enrique (Elsevier, 2025-05-08)
The increasing demand for new services in cities leads to challenges that need an intelligent, holistic approach (smart cities). A crucial aspect of smart city planning is effectively managing public on-street parking ... -
Running Genetic Algorithms in the Edge: A First Analysis
Alba-Torres, Enrique; Morell, José Ángel (2018-11-26)
Nowadays, the volume of data produced by different kinds of devices is continuously growing, making even more difficult to solve the many optimization problems that impact directly on our living quality. For instance, ...