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Manuel Dorado-Moreno
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Multi-task learning for the prediction of wind power ramp events with deep neural networks
M Dorado-Moreno, N Navarin, PA Gutiérrez, L Prieto, A Sperduti, ...
Neural Networks 123, 401-411, 2020
672020
Dynamically weighted evolutionary ordinal neural network for solving an imbalanced liver transplantation problem
M Dorado-Moreno, M Pérez-Ortiz, PA Gutiérrez, R Ciria, J Briceño, ...
Artificial Intelligence in Medicine 77, 1-11, 2017
492017
Robust estimation of wind power ramp events with reservoir computing
M Dorado-Moreno, L Cornejo-Bueno, PA Gutiérrez, L Prieto, ...
Renewable Energy 111, 428-437, 2017
292017
Ordinal classification using hybrid artificial neural networks with projection and kernel basis functions
M Dorado-Moreno, PA Gutiérrez, C Hervás-Martínez
Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS …, 2012
212012
Rating the rich: an ordinal classification to determine which rich countries are helping poorer ones the most
A Sianes, M Dorado-Moreno, C Hervás-Martínez
Social Indicators Research 116, 47-65, 2014
152014
Building suitable datasets for soft computing and machine learning techniques from meteorological data integration: A case study for predicting significant wave height and …
AM Gómez-Orellana, JC Fernández, M Dorado-Moreno, PA Gutiérrez, ...
Energies 14 (2), 468, 2021
142021
Classification of goat genetic resources using morphological traits. Comparison of machine learning techniques with linear discriminant analysis
E Rodero, A González, M Dorado-Moreno, M Luque, C Hervás
Livestock Science 180, 14-21, 2015
112015
Combining reservoir computing and over-sampling for ordinal wind power ramp prediction
M Dorado-Moreno, L Cornejo-Bueno, PA Gutiérrez, L Prieto, ...
Advances in Computational Intelligence: 14th International Work-Conference …, 2017
102017
Multiclass prediction of wind power ramp events combining reservoir computing and support vector machines
M Dorado-Moreno, AM Durán-Rosal, D Guijo-Rubio, PA Gutiérrez, ...
Advances in Artificial Intelligence: 17th Conference of the Spanish …, 2016
82016
Ordinal multi-class architecture for predicting wind power ramp events based on reservoir computing
M Dorado-Moreno, PA Gutiérrez, L Cornejo-Bueno, L Prieto, ...
Neural Processing Letters 52, 57-74, 2020
72020
Ordinal evolutionary artificial neural networks for solving an imbalanced liver transplantation problem
M Dorado-Moreno, M Pérez-Ortiz, MD Ayllón-Terán, PA Gutiérrez, ...
Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS …, 2016
62016
From outside to hyper-globalisation: an Artificial Neural Network ordinal classifier applied to measure the extent of globalisation
M Dorado-Moreno, A Sianes, C Hervás-Martínez
Quality & Quantity 50, 549-576, 2016
22016
Prediccion ordinal de rampas de viento usando Echo State Networks de complejidad reducida
M Dorado-Moreno, PA Gutiérrez, S Salcedo-Sanz, L Prieto, ...
Conferencia de la Asociacion Espanola para la Inteligencia Arfificial, 7, 2018
12018
Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity Echo State Networks
M Dorado-Moreno, PA Gutiérrez, S Salcedo-Sanz, L Prieto, ...
Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018
12018
Identification of extreme wave heights with an evolutionary algorithm in combination with a likelihood-based segmentation
AM Durán-Rosal, M Dorado-Moreno, PA Gutiérrez, C Hervás-Martínez
Progress in Artificial Intelligence 6, 59-66, 2017
12017
On the Use of the Beta Distribution for a Hybrid Time Series Segmentation Algorithm
AM Durán-Rosal, M Dorado-Moreno, PA Gutiérrez, C Hervás-Martínez
Advances in Artificial Intelligence: 17th Conference of the Spanish …, 2016
12016
Ordinal Prediction using machine learning methodologies: Applications
M Dorado Moreno
Universidad de Córdoba, UCOPress, 2019
2019
Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks Models
M Dorado-Moreno, PA Gutiérrez, J Sánchez-Monedero, ...
Advances in Computational Intelligence: 13th International Work-Conference …, 2015
2015
Overcoming the Linearity of Ordinal Logistic Regression Adding Non-linear Covariates from Evolutionary Hybrid Neural Network Models
M Dorado-Moreno, PA Gutiérrez, J Sánchez-Monedero, ...
Advances in Artificial Intelligence: 16th Conference of the Spanish …, 2015
2015
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