| Dynamically weighted evolutionary ordinal neural network for solving an imbalanced liver transplantation problem M Dorado-Moreno, M Pérez-Ortiz, PA Gutiérrez, R Ciria, J Briceno, ... Artificial intelligence in medicine 77, 1-11, 2017 | 22 | 2017 |
| 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 | 20 | 2017 |
| Ordinal classification using hybrid artificial neural networks with projection and kernel basis functions M Dorado-Moreno, PA Gutiérrez, C Hervás-Martínez International Conference on Hybrid Artificial Intelligence Systems, 319-330, 2012 | 17 | 2012 |
| 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 | 16 | 2020 |
| 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 (1), 47-65, 2014 | 12 | 2014 |
| Combining reservoir computing and over-sampling for ordinal wind power ramp prediction M Dorado-Moreno, L Cornejo-Bueno, PA Gutiérrez, L Prieto, ... International Work-Conference on Artificial Neural Networks, 708-719, 2017 | 7 | 2017 |
| 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, ... Conference of the Spanish Association for Artificial Intelligence, 300-309, 2016 | 7 | 2016 |
| 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 | 5 | 2015 |
| 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 | 2 | 2021 |
| Ordinal evolutionary artificial neural networks for solving an imbalanced liver transplantation problem M Dorado-Moreno, M Pérez-Ortiz, MD Ayllón-Terán, PA Gutiérrez, ... International Conference on Hybrid Artificial Intelligence Systems, 451-462, 2016 | 2 | 2016 |
| 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 (2), 549-576, 2016 | 2 | 2016 |
| Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity Echo State Networks M Dorado-Moreno, PA Gutiérrez, S Salcedo-Sanz, L Prieto, ... International Conference on Intelligent Data Engineering and Automated …, 2018 | 1 | 2018 |
| Ordinal multi-class architecture for predicting wind power ramp events based on reservoir computing M Dorado-Moreno, PA Gutierrez, L Cornejo-Bueno, L Prieto, ... Neural Processing Letters, 1-18, 2018 | 1 | 2018 |
| 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 (1), 59-66, 2017 | 1 | 2017 |
| 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 Conference of the Spanish Association for Artificial Intelligence, 418-427, 2016 | 1 | 2016 |
| Ordinal Prediction using machine learning methodologies: Applications M Dorado Moreno Universidad de Córdoba, UCOPress, 2019 | | 2019 |
| 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, ... Conference of the Spanish Association for Artificial Intelligence, 301-311, 2015 | | 2015 |
| Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks Models M Dorado-Moreno, PA Gutiérrez, J Sánchez-Monedero, ... International Work-Conference on Artificial Neural Networks, 80-91, 2015 | | 2015 |
| Prediccion ordinal de rampas de viento usando Echo State Networks de complejidad reducida M Dorado-Moreno, PA Gutiérrez, S Salcedo-Sanz, L Prieto, ... | | |
Pedro Antonio GutiérrezAssistant Professor of Computer Science, University of Córdoba (Spain)Verified email at uco.es
