Search Results for author: Sancho Salcedo-Sanz

Found 7 papers, 1 papers with code

Time series numerical association rule mining variants in smart agriculture

no code implementations7 Dec 2022 Iztok Fister Jr., Dušan Fister, Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz

However, little attention has been paid to the time series numerical association rule mining, which offers a new technique for extracting association rules from time series data.

Time Series Time Series Analysis

New Probabilistic-Dynamic Multi-Method Ensembles for Optimization based on the CRO-SL

1 code implementation30 Nov 2022 Jorge Pérez-Aracil, Carlos Camacho-Gómez, Eugenio Lorente-Ramos, Cosmin M. Marina, Sancho Salcedo-Sanz

In this paper we propose new probabilistic and dynamic (adaptive) strategies to create multi-method ensembles based on the Coral Reefs Optimization with Substrate Layers (CRO-SL) algorithm.

TAG

Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques

no code implementations29 Sep 2022 Dušan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz

The analysis carried out this work is based on Reanalysis data, which are first processed by a correlation analysis among different prediction variables and the target (average air temperature in August first and second fortnights).

feature selection

Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review

no code implementations3 Jun 2022 Sancho Salcedo-Sanz, Jorge Pérez-Aracil, Guido Ascenso, Javier Del Ser, David Casillas-Pérez, Christopher Kadow, Dusan Fister, David Barriopedro, Ricardo García-Herrera, Marcello Restelli, Mateo Giuliani, Andrea Castelletti

The accurate prediction, characterization, and attribution of atmospheric EEs is therefore a key research field, in which many groups are currently working by applying different methodologies and computational tools.

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