M. Pérez-Ortiz

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 6

Top Topics

Regression Methods

Aerial Vehicles

Probability Estimates

Supervised Learning

Top Venues

Neural Process. Lett.

Publications

M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Peter Tiño, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
A mixture of experts model for predicting persistent weather patterns. IJCNN (2018)
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, María Dolores Ayllón-Terán, N. Heaton, Rubén Ciria, Javier Briceño, César Hervás-Martínez
Synthetic semi-supervised learning in imbalanced domains: Constructing a model for donor-recipient matching in liver transplantation. Knowl. Based Syst. 123 (2017)
M. Pérez-Ortiz, Manuel Fernández Delgado, Eva Cernadas, R. Domínguez-Petit, Pedro Antonio Gutiérrez, César Hervás-Martínez
On the Use of Nominal and Ordinal Classifiers for the Discrimination of States of Development in Fish Oocytes. Neural Process. Lett. 44 (2) (2016)
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Mariano Carbonero-Ruz, César Hervás-Martínez
Semi-supervised learning for ordinal Kernel Discriminant Analysis. Neural Networks 84 (2016)
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez
A Study on Multi-Scale Kernel Optimisation via Centered Kernel-Target Alignment. Neural Process. Lett. 44 (2) (2016)
M. Pérez-Ortiz, José Manuel Peñá-Barragán, Pedro Antonio Gutiérrez, Jorge Torres-Sánchez, César Hervás-Martínez, Francisca López-Granados
A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method. Appl. Soft Comput. 37 (2015)
M. Pérez-Ortiz, Manuel Cruz-Ramírez, María Dolores Ayllón-Terán, N. Heaton, Rubén Ciria, César Hervás-Martínez
An organ allocation system for liver transplantation based on ordinal regression. Appl. Soft Comput. 14 (2014)
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez, Athanasia Nikolaou, Isabelle Dicaire, Francisco Fernández-Navarro
Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm. HAIS (2014)
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez
Log-Gamma Distribution Optimisation via Maximum Likelihood for Ordered Probability Estimates. HAIS (2014)
Manuel Cruz-Ramírez, Monica-de la Paz-Marin, M. Pérez-Ortiz, César Hervás-Martínez
Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index. HAIS (2014)
M. Pérez-Ortiz, Monica-de la Paz-Marin, Pedro Antonio Gutiérrez, César Hervás-Martínez
Classification of EU countries' progress towards sustainable development based on ordinal regression techniques. Knowl. Based Syst. 66 (2014)
Laura García-Hernández, M. Pérez-Ortiz, Antonio Arauzo-Azofra, Lorenzo Salas-Morera, César Hervás-Martínez
An evolutionary neural system for incorporating expert knowledge into the UA-FLP. Neurocomputing 135 (2014)
M. Pérez-Ortiz, Antonio Arauzo-Azofra, César Hervás-Martínez, Laura García-Hernández, Lorenzo Salas-Morera
A System Learning User Preferences for Multiobjective Optimization of Facility Layouts. SOCO (2012)
Pedro Antonio Gutiérrez, M. Pérez-Ortiz, Francisco Fernández-Navarro, Javier Sánchez-Monedero, César Hervás-Martínez
An Experimental Study of Different Ordinal Regression Methods and Measures. HAIS (2) (2012)
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez, Javier Briceño, Manuel de la Mata
An ensemble approach for ordinal threshold models applied to liver transplantation. IJCNN (2012)
M. Pérez-Ortiz, Laura García-Hernández, Lorenzo Salas-Morera, Antonio Arauzo-Azofra, César Hervás-Martínez
An Ordinal Regression Approach for the Unequal Area Facility Layout Problem. SOCO (2012)
M. Pérez-Ortiz, Manuel Cruz-Ramírez, Juan Carlos Fernández Caballero, César Hervás-Martínez
Hybrid Multi-objective Machine Learning Classification in Liver Transplantation. HAIS (1) (2012)
M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Carlos R. García-Alonso, Luis Salvador-Carulla, Jose Alberto Salinas-Perez, César Hervás-Martínez
Ordinal classification of depression spatial hot-spots of prevalence. ISDA (2011)