Maria Perez-Ortiz
Maria Perez-Ortiz
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 Gutierrez, M Perez-Ortiz, J Sanchez-Monedero, F Fernandez-Navarro, ...
IEEE Transactions on Knowledge and Data Engineering 28 (1), 127-146, 2015
1742015
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
872016
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
762015
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
482014
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
442016
Projection-Based Ensemble Learning for Ordinal Regression
M Pérez-Ortiz, PA Gutiérrez, C Hervás-Martínez
IEEE Transactions on Cybernetics, 2013
402013
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
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
262015
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
252014
A practical guide and software for analysing pairwise comparison experiments
M Perez-Ortiz, R Mantiuk
CoRR, arXiv preprint, 2017
202017
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
132014
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
132013
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
122017
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
122016
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
122013
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
102016
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
92015
Ordinal classification of depression spatial hot-spots of prevalence
M Pérez-Ortiz, PA Gutiérrez, C García-Alonso, L Salvador-Carulla, ...
2011 11th International Conference on Intelligent Systems Design and …, 2011
92011
Combining Ranking with Traditional Methods for Ordinal Class Imbalance
R Cruz, K Fernandes, JFP Costa, M Pérez-Ortiz, JS Cardoso
International Work-Conference on Artificial Neural Networks, 538-548, 2017
82017
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
82016
The system can't perform the operation now. Try again later.
Articles 1–20