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Francisco Fernández-Navarro
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Ordinal regression methods: survey and experimental study
PA Gutiérrez, M Perez-Ortiz, J Sanchez-Monedero, F Fernandez-Navarro, ...
IEEE Transactions on Knowledge and Data Engineering 28 (1), 127-146, 2016
4522016
A dynamic over-sampling procedure based on sensitivity for multi-class problems
F Fernández-Navarro, C Hervás-Martínez, PA Gutiérrez
Pattern Recognition 44 (8), 1821–1833, 2011
1672011
Learner support in MOOCs: Identifying variables linked to completion
EB Gregori, J Zhang, C Galván-Fernández, F de Asís Fernández-Navarro
Computers & Education 122, 153-168, 2018
1632018
Measuring teachers and learners’ perceptions of the quality of their online learning experience
P Gómez-Rey, E Barbera, F Fernández-Navarro
Distance Education 37 (2), 146-163, 2016
1292016
MELM-GRBF: A modified version of the extreme learning machine for generalized radial basis function neural networks
F Fernández-Navarro, C Hervás-Martínez, J Sánchez-Monedero, ...
Neurocomputing 74 (16), 2502-2510, 2011
892011
PCA-ELM: a robust and pruned extreme learning machine approach based on principal component analysis
A Castaño, F Fernández-Navarro, C Hervás-Martínez
Neural processing letters 37 (3), 377-392, 2013
862013
The Impact of Cultural Dimensions on Online Learning
P Gómez-Rey, E Barbera, F Fernández-Navarro
Educational Technology & Society 19 (4), 225-238, 2016
852016
Evolutionary generalized radial basis function neural networks for improving prediction accuracy in gene classification using feature selection
F Fernández-Navarro, C Hervás-Martínez, R Ruiz, JC Riquelme
Applied Soft Computing 12 (6), 1787-1800, 2012
772012
Global Sensitivity Estimates for Neural Network Classifiers.
F Fernández-Navarro, M Carbonero-Ruz, AD Becerra, M Torres-Jiménez
IEEE Transactions on Neural Networks and Learning Systems 28 (11), 2592-2604, 2017
762017
Cost-Sensitive AdaBoost Algorithm for Ordinal Regression Based on Extreme Learning Machine
A Riccardi, F Fernández-Navarro, S Carloni
IEEE Transaction on Cybernetics 44 (10), 1898 - 1909, 2014
722014
Effect of a job demand-control-social support model on accounting professionals’ health perception
JJ Del Pozo-Antúnez, A Ariza-Montes, F Fernández-Navarro, ...
International journal of environmental research and public health 15 (11), 2437, 2018
652018
A cross-national study of teacher’s perceptions of online learning success
E Barberà, P Gómez-Rey, F Fernández-Navarro
Open Learning: The Journal of Open, Distance and e-Learning 31 (1), 25-41, 2016
572016
Students' perceptions about online teaching effectiveness: A bottom-up approach for identifying online instructors’ roles
P Gómez-Rey, E Barbera, F Fernández-Navarro
Australasian Journal of Educational Technology 34 (1), 2018
552018
A comparative analysis of decision trees, support vector machines and artificial neural networks for on-line transient stability assessment
NG Baltas, P Mazidi, J Ma, F de Asis Fernandez, P Rodriguez
2018 International Conference on Smart Energy Systems and Technologies (SEST …, 2018
502018
Student Voices on the Roles of Instructors in Asynchronous Learning Environments in the 21st Century
P Gómez-Rey, E Barbera, F Fernández-Navarro
The International Review of Research in Open and Distributed Learning 18 (2 …, 2017
502017
Hybridizing logistic regression with product unit and RBF networks for accurate detection and prediction of banking crises
PA Gutiérrez, MJ Segovia-Vargas, S Salcedo-Sanz, C Hervás-Martínez, ...
Omega 38 (5), 333-344, 2010
472010
Ordinal Neural Networks Without Iterative Tuning
F Fernández-Navarro, A Riccardi, S Carloni
IEEE Transaction in Neural Networks and Learning Systems 25 (11), 2075-2085, 2014
432014
Parameter estimation of q-Gaussian Radial Basis Functions Neural Networks with a Hybrid Algorithm for binary classification
F Fernández-Navarro, C Hervás-Martínez, PA Gutiérrez, ...
Neurocomputing 75 (1), 123-134, 2012
432012
Addressing the EU Sovereign Ratings Using an Ordinal Regression Approach
F Fernandez-Navarro, P Campoy-Munoz, M Paz-Marin, ...
IEEE Transaction on Cybernetics 43 (6), 2228-2240, 2013
422013
Negative Correlation Ensemble Learning for Ordinal Regression
F Fernandez-Navarro, PA Gutiérrez, C Hervás-Martínez, X Yao
IEEE Transactions on Neural Networks and Learning Systems 24 (11), 1836 - 1849, 2013
402013
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