| 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 | 210 | 2015 |
| 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 | 111 | 2016 |
| 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 | 98 | 2015 |
| 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 | 61 | 2016 |
| 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 | 52 | 2014 |
| Projection-Based Ensemble Learning for Ordinal Regression M Pérez-Ortiz, PA Gutiérrez, C Hervás-Martínez IEEE Transactions on Cybernetics, 2013 | 41 | 2013 |
| 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 | 33 | 2015 |
| 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 | 31 | 2014 |
| 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 | 30 | 2012 |
| A practical guide and software for analysing pairwise comparison experiments M Perez-Ortiz, R Mantiuk CoRR, arXiv preprint, 2017 | 28 | 2017 |
| 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 | 20 | 2017 |
| 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 | 16 | 2018 |
| 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 | 16 | 2014 |
| 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 | 16 | 2013 |
| 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 | 15 | 2016 |
| 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 | 13 | 2013 |
| 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 | 12 | 2016 |
| 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 | 12 | 2015 |
| 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 | 11 | 2019 |
| 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 | 11 | 2011 |
César Hervás MartínezUniversity of Córdoba, Full ProfessorVerified email at uco.es
