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A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area.
Sci Total Environ. 2020 Jan 20;701:134413. doi: 10.1016/j.scitotenv.2019.134413. Epub 2019 Sep 12.
Sci Total Environ. 2020.
PMID: 31706212
A deep LSTM network for the Spanish electricity consumption forecasting.
Torres JF, Martínez-Álvarez F, Troncoso A.
Torres JF, et al. Among authors: martinez alvarez f.
Neural Comput Appl. 2022;34(13):10533-10545. doi: 10.1007/s00521-021-06773-2. Epub 2022 Feb 5.
Neural Comput Appl. 2022.
PMID: 35153386
Free PMC article.
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Deep Learning for Time Series Forecasting: A Survey.
Torres JF, Hadjout D, Sebaa A, Martínez-Álvarez F, Troncoso A.
Torres JF, et al. Among authors: martinez alvarez f.
Big Data. 2021 Feb;9(1):3-21. doi: 10.1089/big.2020.0159. Epub 2020 Dec 3.
Big Data. 2021.
PMID: 33275484
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Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model.
Martínez-Álvarez F, Asencio-Cortés G, Torres JF, Gutiérrez-Avilés D, Melgar-García L, Pérez-Chacón R, Rubio-Escudero C, Riquelme JC, Troncoso A.
Martínez-Álvarez F, et al.
Big Data. 2020 Aug;8(4):308-322. doi: 10.1089/big.2020.0051. Epub 2020 Jul 22.
Big Data. 2020.
PMID: 32716641
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Applications of Computational Intelligence in Time Series.
Martínez-Álvarez F, Troncoso A, Reyes J, Martínez-Ballesteros M, Riquelme JC.
Martínez-Álvarez F, et al.
Comput Intell Neurosci. 2017;2017:9361749. doi: 10.1155/2017/9361749. Epub 2017 May 22.
Comput Intell Neurosci. 2017.
PMID: 28611841
Free PMC article.
No abstract available.
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A novel imputation methodology for time series based on pattern sequence forecasting.
Bokde N, Martínez Álvarez F, Beck MW, Kulat K.
Bokde N, et al. Among authors: martinez alvarez f.
Pattern Recognit Lett. 2018 Dec 1;116:88-96. doi: 10.1016/j.patrec.2018.09.020.
Pattern Recognit Lett. 2018.
PMID: 30416234
Free PMC article.
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Earthquake prediction model using support vector regressor and hybrid neural networks.
Asim KM, Idris A, Iqbal T, Martínez-Álvarez F.
Asim KM, et al. Among authors: martinez alvarez f.
PLoS One. 2018 Jul 5;13(7):e0199004. doi: 10.1371/journal.pone.0199004. eCollection 2018.
PLoS One. 2018.
PMID: 29975687
Free PMC article.
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A new Apache Spark-based framework for big data streaming forecasting in IoT networks.
Fernández-Gómez AM, Gutiérrez-Avilés D, Troncoso A, Martínez-Álvarez F.
Fernández-Gómez AM, et al. Among authors: martinez alvarez f.
J Supercomput. 2023;79(10):11078-11100. doi: 10.1007/s11227-023-05100-x. Epub 2023 Feb 21.
J Supercomput. 2023.
PMID: 36845222
Free PMC article.
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