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 | 506 | 2015 |
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 | 233 | 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 | 212 | 2016 |
Seasonal Arctic sea ice forecasting with probabilistic deep learning TR Andersson, JS Hosking, M Pérez-Ortiz, B Paige, A Elliott, C Russell, ... Nature Communications, 2021 | 204 | 2021 |
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 | 158 | 2016 |
Tighter Risk Certificates for Neural Networks M Pérez-Ortiz, O Rivasplata, J Shawe-Taylor, C Szepesvári Journal of Machine Learning Research, 2021 | 130 | 2021 |
A practical guide and software for analysing pairwise comparison experiments M Perez-Ortiz, R Mantiuk CoRR, arXiv preprint, 2017 | 97 | 2017 |
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 | 83 | 2015 |
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 | 80 | 2018 |
Graph-based approaches for over-sampling in the context of ordinal regression M Perez-Ortiz, PA Gutierrez, C Hervas-Martinez, X Yao IEEE Transactions on Knowledge and Data Engineering 27 (5), 1233-1245, 2014 | 78 | 2014 |
From pairwise comparisons and rating to a unified quality scale M Perez-Ortiz, A Mikhailiuk, E Zerman, V Hulusic, G Valenzise, ... IEEE Transactions on Image Processing 29, 1139-1151, 2019 | 76 | 2019 |
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 | 60 | 2016 |
TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources S Bulathwela, M Perez-Ortiz, E Yilmaz, J Shawe-Taylor 2020 AAAI Conference on Artificial Intelligence, 2020 | 59 | 2020 |
Projection-Based Ensemble Learning for Ordinal Regression M Pérez-Ortiz, PA Gutiérrez, C Hervás-Martínez IEEE Transactions on Cybernetics, 2013 | 58 | 2013 |
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 | 55 | 2017 |
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 | 54 | 2014 |
Spatio-chromatic contrast sensitivity under mesopic and photopic light levels S Wuerger, M Ashraf, M Kim, J Martinovic, M Pérez-Ortiz, RK Mantiuk Journal of Vision, 2020 | 50 | 2020 |
Boosting precision crop protection towards agriculture 5.0 via machine learning and emerging technologies: A contextual review GA Mesías-Ruiz, M Pérez-Ortiz, J Dorado, AI De Castro, JM Peña Frontiers in Plant Science 14, 1143326, 2023 | 48 | 2023 |
Predicting Engagement in Video Lectures S Bulathwela, M Pérez-Ortiz, A Lipani, E Yilmaz, J Shawe-Taylor International Conference on Educational Data Mining, 2020 | 40 | 2020 |
Artificial intelligence alone will not democratise education: On educational inequality, techno-solutionism and inclusive tools S Bulathwela, M Pérez-Ortiz, C Holloway, M Cukurova, J Shawe-Taylor Sustainability 16 (2), 781, 2024 | 38 | 2024 |