Pedro Antonio Gutiérrez
Pedro Antonio Gutiérrez
Assistant Professor of Computer Science, University of Córdoba (Spain)
Dirección de correo verificada de uco.es - Página principal
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Ordinal regression methods: survey and experimental study
PA Gutiérrez, M Pérez-Ortiz, J Sánchez-Monedero, F Fernández-Navarro, ...
IEEE Transactions on Knowledge and Data Engineering 28 (1), 127-146, 2016
2112016
Sensitivity versus accuracy in multiclass problems using memetic pareto evolutionary neural networks
JC Fernández, FJ Martínez-Estudillo, C Hervás, PA Gutiérrez
IEEE Transactions on Neural Networks 21 (5), 750-770, 2010
1542010
A dynamic over-sampling procedure based on sensitivity for multi-class problems
F Fernández-Navarro, C Hervás-Martínez, P Antonio Gutiérrez
Pattern Recognition 44 (8), 1821-1833, 2011
1152011
Selecting patterns and features for between-and within-crop-row weed mapping using UAV-imagery
M Pérez-Ortiz, JM Peña, PA Gutiérrez, J Torres-Sánchez, ...
Expert Systems with Applications 47, 85-94, 2016
1112016
Object-Based Image Classification of Summer Crops with Machine Learning Methods
JM Peña, PA Gutiérrez, C Hervás-Martínez, J Six, RE Plant, ...
Remote Sensing 6 (6), 5019-5041, 2014
1062014
A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method
M Pérez-Ortiz, JM Peña, PA Gutiérrez, J Torres-Sánchez, ...
Applied Soft Computing 37, 533-544, 2015
982015
Evolutionary product-unit neural networks classifiers
FJ Martínez-Estudillo, C Hervás-Martínez, PA Gutiérrez, ...
Neurocomputing 72 (1-3), 548-561, 2008
882008
Logistic regression by means of evolutionary radial basis function neural networks
PA Gutiérrez, C Hervás-Martínez, FJ Martínez-Estudillo
IEEE Transactions on Neural Networks 22 (2), 246-263, 2011
732011
Metrics to guide a multi-objective evolutionary algorithm for ordinal classification
M Cruz-Ramírez, C Hervás-Martínez, J Sánchez-Monedero, PA Gutiérrez
Neurocomputing 135, 21-31, 2014
662014
MELM-GRBF: A modified version of the extreme learning machine for generalized radial basis function neural networks
F Fernández-Navarro, C Hervás-Martínez, J Sanchez-Monedero, ...
Neurocomputing 74 (16), 2502-2510, 2011
662011
A Review of Classification Problems and Algorithms in Renewable Energy Applications
M Pérez-Ortiz, S Jiménez-Fernández, PA Gutiérrez, E Alexandre, ...
Energies 9 (8), 607, 2016
622016
Graph-Based Approaches for Over-sampling in the context of Ordinal Regression
M Perez-Ortiz, P Gutierrez, C Hervas Martinez, X Yao
IEEE Transactions on Knowledge and Data Engineering 27 (5), 1233-1245, 2015
522015
Combined projection and kernel basis functions for classification in evolutionary neural networks
PA Gutiérrez, C Hervás, M Carbonero, JC Fernández
Neurocomputing 72 (13-15), 2731-2742, 2009
502009
Logistic regression product-unit neural networks for mapping Ridolfia segetum infestations in sunflower crop using multitemporal remote sensed data
PA Gutiérrez, F López-Granados, JM Peña-Barragán, M Jurado-Expósito, ...
computers and electronics in agriculture 64 (2), 293-306, 2008
442008
Projection-Based Ensemble Learning for Ordinal Regression.
M Perez-Ortiz, PA Gutiérrez, C Hervás-Martínez
IEEE transactions on cybernetics 44 (5), 681-694, 2014
412014
Significant wave height and energy flux range forecast with machine learning classifiers
JC Fernández, S Salcedo-Sanz, PA Gutiérrez, E Alexandre, ...
Engineering Applications of Artificial Intelligence 43, 44-53, 2015
362015
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
362012
Exploitation of pairwise class distances for ordinal classification
J Sánchez-Monedero, PA Gutiérrez, P Tiňo, C Hervás-Martínez
Neural computation 25 (9), 2450-2485, 2013
342013
Oversampling the minority class in the feature space
M Pérez-Ortiz, PA Gutiérrez, P Tino, C Hervás-Martínez
IEEE transactions on neural networks and learning systems 27 (9), 1947-1961, 2015
332015
Evolutionary q-Gaussian radial basis function neural networks for multiclassification
F Fernández-Navarro, C Hervás-Martínez, PA Gutiérrez, ...
Neural Networks 24 (7), 779-784, 2011
332011
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Artículos 1–20