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Jorge Pérez-Aracil

University of Alcala

Plaza de la Victoria, 2.

Alcala de Henares, 28801

Spain

SCHOLARLY PAPERS

4

DOWNLOADS

223

TOTAL CITATIONS

1

Scholarly Papers (4)

Machine Learning Classification-Regression Schemes for Desert Locust Presence Prediction in Western Africa

Number of pages: 23 Posted: 08 Feb 2023
affiliation not provided to SSRN, University of Alcala, Universidad Politécnica de Madrid, University of Valladolid and University of Alcala
Downloads 83 (792,223)

Abstract:

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Desert locusts, Classification, Regression, Machine Learning methods.

2.

Health Estimation and Fault Prevention on Lithium-Ion Batteries using Supervised Machine Learning

Number of pages: 32 Posted: 20 Nov 2025
Universidade Federal do Rio de Janeiro (UFRJ), University of Alcala, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Alcala and University of Alcala
Downloads 62 (951,658)

Abstract:

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Lithium-ion battery, SOH estimation, Regression model, Machine learning, Cycle-ahead prediction

3.

Spain on Fire: A Novel Wildfire Risk Assessment Model Based on Image Satellite Processing and Atmospheric Information

Number of pages: 17 Posted: 24 Jul 2023
Universidad Politécnica de Madrid, Universidad Politécnica de Madrid, University of Alcala, Universidad Politécnica de Madrid, University of Valladolid and Universidad Politécnica de Madrid
Downloads 52 (1,063,489)
Citation 1

Abstract:

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Wildfire risk assessment, Deep Learning, Regression model, Atmospheric Variables, Few-shot learning

4.

Detection and Attribution of Heat Waves with the Multivariate Autoencoder Flow-Analogue Method (Mvae-Am)

Number of pages: 46 Posted: 13 May 2025
affiliation not provided to SSRN, University of Alcala, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Helmholtz-Zentrum Hereon, CMCC - Centro Euro-Mediterraneo sui Cambiamenti Climatici, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Alcala
Downloads 26 (1,399,036)

Abstract:

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Heat waves, Attribution, Analogue Method, Autoencoders, Deep learning, Explainable AI