Armando Collado Villaverde

Artículos

• COLLADO VILLAVERDE, Armando; MUÑOZ MARTÍNEZ, Pablo; CID TORTUERO, Consuelo; ."Operational SYM-H Forecasting With Confidence Intervals Using Deep Neural Networks". (ISSN: 1542-7390). Space Weather. 2024 , vol 22 , num 10 .  .

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• COLLADO VILLAVERDE, Armando; MUÑOZ MARTÍNEZ, Pablo; CID TORTUERO, Consuelo; ."Comment on 'Prediction of the SYM-H Index Using a Bayesian Deep Learning Method With Uncertainty Quantification" by Abduallah et al. (2024)". (ISSN: 1542-7390). Space Weather. 2024 , vol 22 , num 8 , p. 1 - 6

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• COLLADO VILLAVERDE, Armando; MUÑOZ MARTÍNEZ, Pablo; CID TORTUERO, Consuelo; ."A framework for evaluating geomagnetic indices forecasting models". (ISSN: 1542-7390). Space Weather. 2024 , vol 22 , num 3 , p. 1 - 16 .

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• COLLADO VILLAVERDE, Armando; MUÑOZ MARTÍNEZ, Pablo; CID TORTUERO, Consuelo; ."Classifying and bounding geomagnetic storms based on the SYM-H and ASY-H indices". (ISSN: 0921-030X). Natural Hazards. 2023 , vol 120 , p. 1141 - 1162 .

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• COLLADO VILLAVERDE, Armando; MUÑOZ MARTÍNEZ, Pablo; CID TORTUERO, Consuelo; ."Neural networks for operational SYM-H forecasting using attention and SWICS plasma features". (ISSN: 1542-7390). Space Weather. 2023 , vol 21 , num 8 , p. 1 - 18 .

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• COLLADO VILLAVERDE, Armando; MUÑOZ MARTÍNEZ, Pablo; CID TORTUERO, Consuelo; ."Deep Neural Networks with Convolutional and LSTM layers for SYM¿H and ASY¿H forecasting". (ISSN: 1542-7390). Space Weather. 2021 , vol 19 , num 6 .  .

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• COLLADO VILLAVERDE, Armando; COBOS MAESTRE, Mario; MUÑOZ MARTÍNEZ, Pablo; FERNÁNDEZ BARRERO, David; ."A Simulator to Support Machine Learning-Based Wearable Fall Detection Systems". (ISSN: 2079-9292). Electronics Basel. 2020 , vol 9 , num 11 .  .

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Artículos Electrónicos

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Congresos

• COLLADO VILLAVERDE, Armando; COBOS MAESTRE, Mario; MUÑOZ MARTÍNEZ, Pablo; RODRÍGUEZ MORENO, María Dolores; ."Fall simulator for supporting supervised Machine Learning techniques in wearable devices". Congreso. Internacional. "INISTA 2020 International Conference on INnovations in Intelligent SysTems and Applications". Novi Sad "(Serbia)". (24/08/2020 - 26/08/2020).

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• COLLADO VILLAVERDE, Armando; COBOS MAESTRE, Mario; HERNÁNDEZ MARTÍNEZ, Helena; RODRÍGUEZ GARCÍA, Daniel; ."Stability of data complexity measures in k-fold cross validation applied to predict glucose levels.". Congreso. Internacional. "4th Bilbao Data Science Workshop". Bilbao (07/11/2019 - 08/11/2019).

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Tesis

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