Javier Sánchez-Monedero
Javier Sánchez-Monedero
Cardiff University
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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, 2015
2002015
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
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
622014
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
Machine learning methods for binary and multiclass classification of melanoma thickness from dermoscopic images
A Sáez, J Sánchez-Monedero, PA Gutiérrez, C Hervás-Martínez
IEEE transactions on medical imaging 35 (4), 1036-1045, 2015
302015
An experimental study of different ordinal regression methods and measures
PA Gutiérrez, M Pérez-Ortiz, F Fernández-Navarro, J Sánchez-Monedero, ...
International Conference on Hybrid Artificial Intelligence Systems, 296-307, 2012
302012
Bloom filter-based discovery protocol for DDS middleware
J Sanchez-Monedero, J Povedano-Molina, JM Lopez-Vega, ...
Journal of Parallel and Distributed Computing 71 (10), 1305-1317, 2011
292011
Memetic pareto differential evolutionary artificial neural networks to determine growth multi-classes in predictive microbiology
M Cruz-Ramírez, J Sánchez-Monedero, F Fernández-Navarro, ...
Evolutionary intelligence 3 (3-4), 187-199, 2010
252010
A preliminary study of ordinal metrics to guide a multi-objective evolutionary algorithm
M Cruz-Ramírez, C Hervás-Martínez, J Sánchez-Monedero, PA Gutiérrez
2011 11th International Conference on Intelligent Systems Design and …, 2011
242011
Simultaneous modelling of rainfall occurrence and amount using a hierarchical nominal–ordinal support vector classifier
J Sánchez-Monedero, S Salcedo-Sanz, PA Gutiérrez, C Casanova-Mateo, ...
Engineering Applications of Artificial Intelligence 34, 199-207, 2014
222014
On the suitability of extreme learning machine for gene classification using feature selection
J Sánchez-Monedero, M Cruz-Ramírez, F Fernández-Navarro, ...
2010 10th International Conference on Intelligent Systems Design and …, 2010
212010
Weighting efficient accuracy and minimum sensitivity for evolving multi-class classifiers
J Sánchez-Monedero, PA Gutiérrez, F Fernández-Navarro, ...
Neural Processing Letters 34 (2), 101, 2011
202011
Ordinal and nominal classification of wind speed from synoptic pressurepatterns
PA Gutiérrez, S Salcedo-Sanz, C Hervás-Martínez, L Carro-Calvo, ...
Engineering Applications of Artificial Intelligence 26 (3), 1008-1015, 2013
182013
An n-spheres based synthetic data generator for supervised classification
J Sánchez-Monedero, PA Gutiérrez, M Pérez-Ortiz, C Hervás-Martínez
International Work-Conference on Artificial Neural Networks, 613-621, 2013
152013
Evaluating the performance of evolutionary extreme learning machines by a combination of sensitivity and accuracy measures
J Sánchez-Monedero, C Hervas-Martinez, PA Gutiérrez, MC Ruz, ...
Neural Network World 20 (7), 899, 2010
122010
What does it mean to'solve'the problem of discrimination in hiring? social, technical and legal perspectives from the UK on automated hiring systems
J Sánchez-Monedero, L Dencik, L Edwards
Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020
112020
Tackling the ordinal and imbalance nature of a melanoma image classification problem
M Pérez-Ortiz, A Sáez, J Sánchez-Monedero, PA Gutiérrez, ...
2016 International Joint Conference on Neural Networks (IJCNN), 2156-2163, 2016
112016
On the use of evolutionary time series analysis for segmenting paleoclimate data
M Pérez-Ortiz, AM Durán-Rosal, PA Gutiérrez, J Sánchez-Monedero, ...
Neurocomputing 326, 3-14, 2019
102019
Evolutionary ordinal extreme learning machine
J Sánchez-Monedero, PA Gutiérrez, C Hervás-Martínez
International Conference on Hybrid Artificial Intelligence Systems, 500-509, 2013
102013
Classification of melanoma presence and thickness based on computational image analysis
J Sánchez-Monedero, A Sáez, M Pérez-Ortiz, PA Gutiérrez, ...
International conference on hybrid artificial intelligence systems, 427-438, 2016
92016
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Artículos 1–20