default author photo

Sancho Salcedo-Sanz

University of Alcala

SCHOLARLY PAPERS

9

DOWNLOADS

767

TOTAL CITATIONS

10

Scholarly Papers (9)

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

Number of pages: 21 Posted: 27 Sep 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, Universidad Politécnica de Madrid, University of Valladolid and University of Alcala
Downloads 111 (639,071)

Abstract:

Loading...

Desert locusts, Classification, Regression, Machine Learning methods.

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:

Loading...

Desert locusts, Classification, Regression, Machine Learning methods.

2.

An Analysis of Black-Box Optimization Problems in Reinsurance: Evolutionary-Based Approaches

Number of pages: 34 Posted: 04 May 2013
University of Alcala, University of Alcala, University of Barcelona - Department of Actuarial, Financial and Economic Mathematics, University of Barcelona - Department of Actuarial, Financial and Economic Mathematics and University of Barcelona - Department of Actuarial, Financial and Economic Mathematics
Downloads 124 (580,653)

Abstract:

Loading...

Reinsurance, Optimization Problems, Evolutionary-based algorithms

3.

A Multi-Algorithm Approach for Operational Human Resources Workload Balancing in a Last Mile Urban Delivery System

Number of pages: 43 Posted: 08 Aug 2023
University of Alcala, University of Alcala, University of Alcala, Universidad Rey Juan Carlos and University of Alcala
Downloads 105 (664,543)
Citation 3

Abstract:

Loading...

Operational human resources workload balancing, Last mile package delivery, Workload balancing, Evolutionary algorithms, Recursive algorithms, k-means

4.

Cloud Cover Bias Correction in Numerical Weather Model Simulations for Solar Energy Monitoring and Forecasting Systems: A New Kernel Ridge Regression Approach

Number of pages: 35 Posted: 11 Dec 2022
University of Southern Queensland, University of Southern Queensland, Universidad Rey Juan Carlos, University of Adelaide, CS Energy, CS Energy and University of Alcala
Downloads 89 (747,755)

Abstract:

Loading...

5.

Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual Model for Near Real-Time Short-Term Multi-Step Solar Radiation Prediction

Number of pages: 37 Posted: 28 Dec 2021
University of Southern Queensland, University of Southern Queensland, Universidad Rey Juan Carlos and University of Alcala
Downloads 72 (860,052)
Citation 6

Abstract:

Loading...

Deep learning, Solar radiation, Deep residual network, Bidirectional long short-term memory, renewable energy, sustainable energy resources

6.

Very Short-Term Solar Ultraviolet-A Radiation Forecasting System with Cloud Cover Images and a Bayesian Optimized Interpretable Artificial Intelligence Model

Number of pages: 35 Posted: 26 Jan 2023
University of Queensland - School of Mathematics and Physics, University of Southern Queensland, University of Southern Queensland, Universidad Rey Juan Carlos, University of Alcala and University of Southern Queensland
Downloads 62 (942,565)

Abstract:

Loading...

UV-A forecast, cloud cover, deep ensemble, uncertainty quantification, N-BEATS model.

7.

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 61 (951,658)

Abstract:

Loading...

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

8.

Evaluating the Use of a Net-Metering Mechanism in Microgrids to Reduce Power Generation Costs with a Swarm-Intelligent Algorithm

Number of pages: 40 Posted: 20 Aug 2022
Universidade Federal do Rio de Janeiro (UFRJ), Universidade Federal do Rio de Janeiro (UFRJ), Aston University, University of Alcala and University of Alcala
Downloads 36 (1,236,159)
Citation 1

Abstract:

Loading...

Microgrid systems, Net-Metering, Reneable sources, Swarm evolutionary optimization

9.

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 24 (1,399,036)

Abstract:

Loading...

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