Javier Sánchez-Monedero

47 papers B 4C 5Misc 4Journal 24Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI research assistants, intrinsic values, and the science we want.
AI Soc.
Ariel Guersenzvaig, Javier Sánchez-Monedero
2022 J jnl
Data justice.
Internet Policy Rev.
Lina Dencik, Javier Sánchez-Monedero
2021 J jnl
Biometric identity systems in law enforcement and the politics of (voice) recognition: The case of SiiP.
Big Data Soc.
Fieke Jansen, Javier Sánchez-Monedero, Lina Dencik
2021 J jnl
How fair can we go in machine learning? Assessing the boundaries of accuracy and fairness.
Int. J. Intell. Syst.
Ana Valdivia, Javier Sánchez-Monedero, Jorge Casillas
2020 J jnl
How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees.
CoRR
Ana Valdivia, Javier Sánchez-Monedero, Jorge Casillas
2020 — conf
What does it mean to 'solve' the problem of discrimination in hiring?: social, technical and legal perspectives from the UK on automated hiring systems.
FAT*
Javier Sánchez-Monedero, Lina Dencik, Lilian Edwards
2019 J jnl
ORCA: A Matlab/Octave Toolbox for Ordinal Regression.
J. Mach. Learn. Res.
Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, María Pérez-Ortiz
2019 J jnl
On the use of evolutionary time series analysis for segmenting paleoclimate data.
Neurocomputing
María Pérez-Ortiz, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, Athanasia Nikolaou, Francisco Fernández-Navarro, César Hervás-Martínez
2019 J jnl
The politics of deceptive borders: 'biomarkers of deceit' and the case of iBorderCtrl.
CoRR
Javier Sánchez-Monedero, Lina Dencik
2019 J jnl
What does it mean to solve the problem of discrimination in hiring? Social, technical and legal perspectives from the UK on automated hiring systems.
CoRR
Javier Sánchez-Monedero, Lina Dencik, Lilian Edwards
2018 J jnl
Partial order label decomposition approaches for melanoma diagnosis.
Appl. Soft Comput.
Javier Sánchez-Monedero, María Pérez-Ortiz, Aurora Sáez, Pedro Antonio Gutiérrez, César Hervás-Martínez
2016 J jnl
A Study on Multi-Scale Kernel Optimisation via Centered Kernel-Target Alignment.
Neural Process. Lett.
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez
2016 Misc conf
Classification of Melanoma Presence and Thickness Based on Computational Image Analysis.
HAIS
Javier Sánchez-Monedero, Aurora Sáez, María Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez
2016 Misc conf
Fisher Score-Based Feature Selection for Ordinal Classification: A Social Survey on Subjective Well-Being.
HAIS
María Pérez-Ortiz, Mercedes Torres-Jiménez, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez
2016 J jnl
Machine Learning Methods for Binary and Multiclass Classification of Melanoma Thickness From Dermoscopic Images.
IEEE Trans. Medical Imaging
Aurora Sáez, Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, César Hervás-Martínez
2016 J jnl
Ordinal Regression Methods: Survey and Experimental Study.
IEEE Trans. Knowl. Data Eng.
Pedro Antonio Gutiérrez, María Pérez-Ortiz, Javier Sánchez-Monedero, Francisco Fernández-Navarro, César Hervás-Martínez
2016 B conf
Representing ordinal input variables in the context of ordinal classification.
IJCNN
Pedro Antonio Gutiérrez, María Pérez-Ortiz, Javier Sánchez-Monedero, César Hervás-Martínez
2016 B conf
Tackling the ordinal and imbalance nature of a melanoma image classification problem.
IJCNN
María Pérez-Ortiz, Aurora Sáez, Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, César Hervás-Martínez
2015 J jnl
Kernelising the Proportional Odds Model through kernel learning techniques.
Neurocomputing
María Pérez-Ortiz, Pedro Antonio Gutiérrez, Manuel Cruz-Ramírez, Javier Sánchez-Monedero, César Hervás-Martínez
2015 J jnl
Logistic evolutionary product-unit neural network classifier: the case of agrarian efficiency.
Prog. Artif. Intell.
Mercedes Torres-Jiménez, Carlos R. García-Alonso, Javier Sánchez-Monedero, Salud Millán-Lara, César Hervás-Martínez
2015 — conf
Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks Models.
IWANN (2)
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez
2015 — conf
Overcoming the Linearity of Ordinal Logistic Regression Adding Non-linear Covariates from Evolutionary Hybrid Neural Network Models.
CAEPIA
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez
2014 J jnl
A guided data projection technique for classification of sovereign ratings: The case of European Union 27.
Appl. Soft Comput.
Javier Sánchez-Monedero, Pilar Campoy-Muñoz, Pedro Antonio Gutiérrez, César Hervás-Martínez
2014 J jnl
Metrics to guide a multi-objective evolutionary algorithm for ordinal classification.
Neurocomputing
Manuel Cruz-Ramírez, César Hervás-Martínez, Javier Sánchez-Monedero, Pedro Antonio Gutiérrez
2014 J jnl
Simultaneous modelling of rainfall occurrence and amount using a hierarchical nominal-ordinal support vector classifier.
Eng. Appl. Artif. Intell.
Javier Sánchez-Monedero, Sancho Salcedo-Sanz, Pedro Antonio Gutiérrez, Carlos Casanova-Mateo, César Hervás-Martínez
2014 Misc conf
Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm.
HAIS
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez, Athanasia Nikolaou, Isabelle Dicaire, Francisco Fernández-Navarro
2013 — conf
An n-Spheres Based Synthetic Data Generator for Supervised Classification.
IWANN (1)
Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, María Pérez-Ortiz, César Hervás-Martínez
2013 Misc conf
Evolutionary Ordinal Extreme Learning Machine.
HAIS
Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, César Hervás-Martínez
2013 J jnl
Exploitation of Pairwise Class Distances for Ordinal Classification.
Neural Comput.
Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, Peter Tiño, César Hervás-Martínez
2013 — conf
Kernelizing the Proportional Odds Model through the Empirical Kernel Mapping.
IWANN (1)
María Pérez-Ortiz, Pedro Antonio Gutiérrez, Manuel Cruz-Ramírez, Javier Sánchez-Monedero, César Hervás-Martínez
2013 B conf
Multi-scale Support Vector Machine Optimization by Kernel Target-Alignment.
ESANN
María Pérez-Ortiz, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez
2013 J jnl
Ordinal and nominal classification of wind speed from synoptic pressurepatterns.
Eng. Appl. Artif. Intell.
Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez, Leopoldo Carro-Calvo, Javier Sánchez-Monedero, Luis Prieto
2012 — conf
An Experimental Study of Different Ordinal Regression Methods and Measures.
HAIS (2)
Pedro Antonio Gutiérrez, M. Pérez-Ortiz, Francisco Fernández-Navarro, Javier Sánchez-Monedero, César Hervás-Martínez
2012 — conf
Approaching System Administration as a Group Project in Computer Engineering Higher Education.
CISIS/ICEUTE/SOCO Special Sessions
Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez, Manuel Cruz-Ramírez, Juan Carlos Fernández, Francisco Fernández-Navarro
2011 C conf
A preliminary study of ordinal metrics to guide a multi-objective evolutionary algorithm.
ISDA
Manuel Cruz-Ramírez, César Hervás-Martínez, Javier Sánchez-Monedero, Pedro Antonio Gutiérrez
2011 J jnl
Bloom filter-based discovery protocol for DDS middleware.
J. Parallel Distributed Comput.
Javier Sánchez-Monedero, Javier Povedano-Molina, Jose M. Lopez-Vega, Juan M. López-Soler
2011 C conf
Evaluating nominal and ordinal classifiers for wind speed prediction from synoptic pressure patterns.
ISDA
Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez, Leopoldo Carro-Calvo, Javier Sánchez-Monedero, Luis Prieto
2011 J jnl
MELM-GRBF: A modified version of the extreme learning machine for generalized radial basis function neural networks.
Neurocomputing
Francisco Fernández-Navarro, César Hervás-Martínez, Javier Sánchez-Monedero, Pedro Antonio Gutiérrez
2011 C conf
Numerical variable reconstruction from ordinal categories based on probability distributions.
ISDA
Javier Sánchez-Monedero, Mariano Carbonero-Ruz, David Becerra-Alonso, Francisco J. Martínez-Estudillo, Pedro Antonio Gutiérrez, César Hervás-Martínez
2011 — conf
Selecting the best artificial neural network model from a multi-objective Differential Evolution Pareto front.
SDE
Manuel Cruz-Ramírez, Juan Carlos Fernández, Francisco Fernández-Navarro, Javier Sánchez-Monedero, César Hervás-Martínez
2011 J jnl
Weighting Efficient Accuracy and Minimum Sensitivity for Evolving Multi-Class Classifiers.
Neural Process. Lett.
Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, Francisco Fernández-Navarro, César Hervás-Martínez
2010 C conf
Ensemble determination using the TOPSIS decision support system in multi-objective evolutionary neural network classifiers.
ISDA
Manuel Cruz-Ramírez, Juan Carlos Fernández, Javier Sánchez-Monedero, Francisco Fernández-Navarro, César Hervás-Martínez, Pedro Antonio Gutiérrez, M. Teresa Lamata
2010 — conf
Evolutionary Learning Using a Sensitivity-Accuracy Approach for Classification.
HAIS (2)
Javier Sánchez-Monedero, César Hervás-Martínez, Francisco J. Martínez-Estudillo, Mariano Carbonero-Ruz, M. C. Ramírez Moreno, Manuel Cruz-Ramírez
2010 — conf
Hybrid Pareto Differential Evolutionary Artificial Neural Networks to Determined Growth Multi-classes in Predictive Microbiology.
IEA/AIE (3)
Manuel Cruz-Ramírez, Javier Sánchez-Monedero, Francisco Fernández-Navarro, Juan Carlos Fernández, César Hervás-Martínez
2010 B conf
Learning Artificial Neural Networks multiclassifiers by evolutionary multiobjective differential evolution guided by statistical distributions.
IJCNN
Manuel Cruz-Ramírez, César Hervás-Martínez, Juan Carlos Fernández, Javier Sánchez-Monedero
2010 J jnl
Memetic pareto differential evolutionary artificial neural networks to determine growth multi-classes in predictive microbiology.
Evol. Intell.
Manuel Cruz-Ramírez, Javier Sánchez-Monedero, Francisco Fernández-Navarro, Juan Carlos Fernández, César Hervás-Martínez
2010 C conf
On the suitability of Extreme Learning Machine for gene classification using feature selection.
ISDA
Javier Sánchez-Monedero, Manuel Cruz-Ramírez, Francisco Fernández-Navarro, Juan Carlos Fernández, Pedro Antonio Gutiérrez, César Hervás-Martínez