Manuel Dorado-Moreno

Multi-task learning for the prediction of wind power ramp events with deep neural networks

Manuel Dorado-Moreno, Nicolò Navarin, Pedro Antonio Gutiérrez et al. · Neural Networks · 2020 · 87 citations

Deep Neural Networks, Engineering, Machine Learning +10

Dynamically weighted evolutionary ordinal neural network for solving an imbalanced liver transplantation problem

Manuel Dorado-Moreno, María Pérez‐Ortiz, Pedro Antonio Gutiérrez et al. · Artificial Intelligence in Medicine · 2017 · 61 citations · Full text

Artificial Intelligence, Evolving Neural Network, Engineering +8

Robust estimation of wind power ramp events with reservoir computing

Manuel Dorado-Moreno, L. Cornejo-Bueno, Pedro Antonio Gutiérrez et al. · Renewable Energy · 2017 · 27 citations

Engineering, Wind Power Generation, Data Science +6

Building Suitable Datasets for Soft Computing and Machine Learning Techniques from Meteorological Data Integration: A Case Study for Predicting Significant Wave Height and Energy Flux

Antonio M. Gómez-Orellana, Juan Carlos Fernández Fernández, Manuel Dorado-Moreno et al. · Energies · 2021 · 18 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +19

Rating the Rich: An Ordinal Classification to Determine Which Rich Countries are Helping Poorer Ones the Most

Antonio Sianes, Manuel Dorado-Moreno, César Hervás‐Martínez · Social Indicators Research · 2013 · 13 citations

Public Policy, Economics, Poverty Measurement +10