Manuel Cruz-Ramírez

25 papers B 1C 3Misc 1Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2018 J jnl
Sensitivity versus accuracy in ensemble models of Artificial Neural Networks from Multi-objective Evolutionary Algorithms.
Neural Comput. Appl.
Juan Carlos Fernández, Manuel Cruz-Ramírez, 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
2014 J jnl
An organ allocation system for liver transplantation based on ordinal regression.
Appl. Soft Comput.
M. Pérez-Ortiz, Manuel Cruz-Ramírez, María Dolores Ayllón-Terán, N. Heaton, Rubén Ciria, 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 Misc conf
Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index.
HAIS
Manuel Cruz-Ramírez, Monica-de la Paz-Marin, M. Pérez-Ortiz, 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 J jnl
Memetic Pareto differential evolutionary neural network used to solve an unbalanced liver transplantation problem.
Soft Comput.
Manuel Cruz-Ramírez, César Hervás-Martínez, Pedro Antonio Gutiérrez, María Pérez-Ortiz, Javier Briceño, Manuel de la Mata
2013 J jnl
Predicting patient survival after liver transplantation using evolutionary multi-objective artificial neural networks.
Artif. Intell. Medicine
Manuel Cruz-Ramírez, César Hervás-Martínez, Juan Carlos Fernández, Javier Briceño, Manuel de la Mata
2012 J jnl
A multi-objective neural network based method for cover crop identification from remote sensed data.
Expert Syst. Appl.
Manuel Cruz-Ramírez, César Hervás-Martínez, Montserrat Jurado-Expósito, Francisca López-Granados
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
2012 — conf
Hybrid Multi-objective Machine Learning Classification in Liver Transplantation.
HAIS (1)
M. Pérez-Ortiz, Manuel Cruz-Ramírez, Juan Carlos Fernández Caballero, César Hervás-Martínez
2012 J jnl
Multi-objective evolutionary algorithm for donor-recipient decision system in liver transplants.
Eur. J. Oper. Res.
Manuel Cruz-Ramírez, César Hervás-Martínez, Juan Carlos Fernández, Javier Briceño, Manuel de la Mata
2012 — conf
Multiobjective Pareto Ordinal Classification for Predictive Microbiology.
SOCO
Manuel Cruz-Ramírez, Juan Carlos Fernández, Antonio Valero, Pedro Antonio Gutiérrez, César Hervás-Martínez
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
Evolutionary q-Gaussian Radial Basis Function Neural Network to determine the microbial growth/no growth interface of Staphylococcus aureus.
Appl. Soft Comput.
Francisco Fernández-Navarro, César Hervás-Martínez, Manuel Cruz-Ramírez, Pedro Antonio Gutiérrez, Antonio Valero
2011 — conf
Memetic Pareto Differential Evolutionary Neural Network for Donor-Recipient Matching in Liver Transplantation.
IWANN (2)
Manuel Cruz-Ramírez, César Hervás-Martínez, Pedro Antonio Gutiérrez, Javier Briceño, Manuel de la Mata
2011 — conf
Memetic evolutionary multi-objective neural network classifier to predict graft survival in liver transplant patients.
GECCO (Companion)
Manuel Cruz-Ramírez, Juan Carlos Fernández Caballero, Francisco Fernández-Navarro, Javier Briceño, Manuel de la Mata, 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
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
HAIS (2)
Francisco Fernández-Navarro, César Hervás-Martínez, Pedro Antonio Gutiérrez, Manuel Cruz-Ramírez, Mariano Carbonero-Ruz
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