Maria Perez-Ortiz
Maria Perez-Ortiz
Senior Research Fellow, University College London
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
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
1042016
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
922015
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
562016
Graph-based approaches for over-sampling in the context of ordinal regression
M Pérez-Ortiz, PA Gutierrez, C Hervás-Martínez, X Yao
IEEE Transactions on Knowledge and Data Engineering 27 (5), 1233-1245, 2014
502014
Projection-Based Ensemble Learning for Ordinal Regression
M Pérez-Ortiz, PA Gutiérrez, C Hervás-Martínez
IEEE Transactions on Cybernetics, 2013
412013
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, 2015
332015
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
An organ allocation system for liver transplantation based on ordinal regression
M Pérez-Ortiz, M Cruz-Ramírez, MD Ayllón-Terán, N Heaton, R Ciria, ...
Applied Soft Computing 14, 88-98, 2014
292014
A practical guide and software for analysing pairwise comparison experiments
M Perez-Ortiz, R Mantiuk
CoRR, arXiv preprint, 2017
252017
Dynamically weighted evolutionary ordinal neural network for solving an imbalanced liver transplantation problem
M Dorado-Moreno, M Pérez-Ortiz, PA Gutiérrez, R Ciria, J Briceño, ...
Artificial Intelligence in Medicine 77, 1-11, 2017
192017
Classification of EU countries’ progress towards sustainable development based on ordinal regression techniques
M Pérez-Ortiz, M de La Paz-Marín, PA Gutiérrez, C Hervás-Martínez
Knowledge-Based Systems 66, 178-189, 2014
162014
Validation of artificial neural networks as a methodology for donor‐recipient matching for liver transplantation
MD Ayllón, R Ciria, M Cruz‐Ramírez, M Pérez‐Ortiz, I Gómez, R Valente, ...
Liver Transplantation 24 (2), 192-203, 2018
152018
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
Machine learning paradigms for weed mapping via unmanned aerial vehicles
M Pérez-Ortiz, PA Gutiérrez, JM Peña, J Torres-Sánchez, ...
2016 IEEE symposium series on computational intelligence (SSCI), 1-8, 2016
132016
Memetic Pareto differential evolutionary neural network used to solve an unbalanced liver transplantation problem
M Cruz-Ramírez, C Hervás-Martínez, PA Gutiérrez, M Pérez-Ortiz, ...
Soft Computing 17 (2), 275-284, 2013
132013
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
An experimental comparison for the identification of weeds in sunflower crops via unmanned aerial vehicles and object-based analysis
M Pérez-Ortiz, PA Gutiérrez, JM Peña, J Torres-Sánchez, ...
International Work-Conference on Artificial Neural Networks, 252-262, 2015
112015
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
Ordinal classification of depression spatial hot-spots of prevalence
M Pérez-Ortiz, PA Gutiérrez, C Garcia-Alonso, L Salvador-Carulla, ...
2011 11th International Conference on Intelligent Systems Design and …, 2011
102011
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Articles 1–20