Francisco Fernández‐Navarro

Ordinal Regression Methods: Survey and Experimental Study

Pedro Antonio Gutiérrez, María Pérez‐Ortiz, Javier Sánchez‐Monedero et al. · IEEE Transactions on Knowledge and Data Engineering · 2015 · 436 citations · Full text

Ordinal Regression Problems, Engineering, Machine Learning +22

A dynamic over-sampling procedure based on sensitivity for multi-class problems

Francisco Fernández‐Navarro, César Hervás‐Martínez, Pedro Antonio Gutiérrez · Pattern Recognition · 2011 · 149 citations

Mathematical Programming, Engineering, Class Imbalance +9

Learner support in MOOCs: Identifying variables linked to completion

Elena Barberà, Jingjing Zhang, Cristina Galván Fernández et al. · Computers & Education · 2018 · 127 citations

Learning Object, Learning Sciences, Educational Data Mining +5

PCA-ELM: A Robust and Pruned Extreme Learning Machine Approach Based on Principal Component Analysis

A. Castaño, Francisco Fernández‐Navarro, César Hervás‐Martínez · Neural Processing Letters · 2012 · 77 citations

Engineering, Machine Learning, Data Science +7

Global Sensitivity Estimates for Neural Network Classifiers

Francisco Fernández‐Navarro, Mariano Carbonero-Ruz, David Becerra Alonso et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 77 citations