David Guijo-Rubio
dguijo.com
0000-0002-8035-4057
University of Alcalá
39 papers found
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ORFEO: Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target
Unsupervised feature based algorithms for time series extrinsic regression
Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm
Energy Flux Prediction Using an Ordinal Soft Labelling Strategy
O-Hydra: A Hybrid Convolutional and Dictionary-Based Approach to Time Series Ordinal Classification
Age Estimation Using Soft Labelling Ordinal Classification Approaches
Generalised triangular distributions for ordinal deep learning: Novel proposal and optimisation
An Evolutionary Artificial Neural Network approach for spatio-temporal wave height time series reconstruction
Cluster analysis and forecasting of viruses incidence growth curves: Application to SARS-CoV-2
A Dictionary-Based Approach to Time Series Ordinal Classification
Ordinal Classification Approach for Donor-Recipient Matching in Liver Transplantation with Circulatory Death Donors
Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal Classification
COVID-19 contagion forecasting framework based on curve decomposition and evolutionary artificial neural networks: A case study in Andalusia, Spain
Clustering of COVID-19 Time Series Incidence Intensity in Andalusia, Spain
Simultaneous short-term significant wave height and energy flux prediction using zonal multi-task evolutionary artificial neural networks
Potenciando el perfil profesional Científico de Datos mediante dinámicas de competición
Enhancing the ORCA framework with a new Fuzzy Rule Base System implementation compatible with the JFML library
Statistical methods versus machine learning techniques for donor-recipient matching in liver transplantation
ReLU-Based Activations: Analysis and Experimental Study for Deep Learning
Studying the Effect of Different $L_p$ Norms in the Context of Time Series Ordinal Classification
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