Juan Carlos Fernández Fernández

KEEL: a software tool to assess evolutionary algorithms for data mining problems

Jesús Alcalá‐Fdez, Luciano Sánchez, Salvador García et al. · Soft Computing · 2008 · 1.5K citations · Full text

Evolutionary Data Mining, Engineering, Data Science +13

Multiobjective evolutionary algorithms to identify highly autocorrelated areas: the case of spatial distribution in financially compromised farms

Carlos R. García‐Alonso, Leonor M. Pérez, Juan Carlos Fernández Fernández · Annals of Operations Research · 2011 · 1.4K citations

Economics, Evolution Strategy, Engineering +12

Sensitivity Versus Accuracy in Multiclass Problems Using Memetic Pareto Evolutionary Neural Networks

Juan Carlos Fernández Fernández, Francisco José Martínez Martínez, César Hervás‐Martínez et al. · IEEE Transactions on Neural Networks · 2010 · 158 citations

Artificial Intelligence, Engineering, Machine Learning +18

Predicting patient survival after liver transplantation using evolutionary multi-objective artificial neural networks

M. Cruz-Ramírez, César Hervás‐Martínez, Juan Carlos Fernández Fernández et al. · Artificial Intelligence in Medicine · 2013 · 76 citations

Artificial Intelligence, Evolving Neural Network, Engineering +9

Significant wave height and energy flux range forecast with machine learning classifiers

Juan Carlos Fernández Fernández, Sancho Salcedo‐Sanz, Pedro Antonio Gutiérrez et al. · Engineering Applications of Artificial Intelligence · 2015 · 73 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +11