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Browsing by Author "Torres, J. F."
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Article
Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model
Martínez Álvarez, Francisco; Asencio Cortés, Gualberto; Torres, J. F.; Gutiérrez Avilés, David; Melgar García, Laura; Pérez Chacón, R.; Rubio Escudero, Cristina; Riquelme Santos, José Cristóbal; Troncoso Lora, Alicia (Mary Ann Liebert, 2020)This study proposes a novel bioinspired metaheuristic simulating how the coronavirus spreads and infects healthy people. ...
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Presentation
Random Hyper-parameter Search-Based Deep Neural Network for Power Consumption Forecasting
Torres, J. F.; Gutiérrez Avilés, David; Troncoso Lora, Alicia; Martínez Álvarez, Francisco (Springer, 2019)In this paper, we introduce a deep learning approach, based on feed-forward neural networks, for big data time series ...