| Generating ensembles of heterogeneous classifiers using stacked generalization MP Sesmero, AI Ledezma, A Sanchis Wiley interdisciplinary reviews: data mining and knowledge discovery 5 (1 …, 2015 | 193 | 2015 |
| Driver drowsiness detection by applying deep learning techniques to sequences of images E Magán, MP Sesmero, JM Alonso-Weber, A Sanchis Applied Sciences 12 (3), 1145, 2022 | 96 | 2022 |
| Impact of the learners diversity and combination method on the generation of heterogeneous classifier ensembles MP Sesmero, JA Iglesias, E Magán, A Ledezma, A Sanchis Applied Soft Computing 111, 107689, 2021 | 34 | 2021 |
| An ensemble approach of dual base learners for multi-class classification problems MP Sesmero, JM Alonso-Weber, G Gutierrez, A Ledezma, A Sanchis Information Fusion 24, 122-136, 2015 | 32 | 2015 |
| A new artificial neural network ensemble based on feature selection and class recoding MP Sesmero, JM Alonso-Weber, G Gutiérrez, A Ledezma, A Sanchis Neural Computing and Applications 21, 771-783, 2012 | 25 | 2012 |
| Combining additive input noise annealing and pattern transformations for improved handwritten character recognition JM Alonso-Weber, MP Sesmero, A Sanchis Expert systems with applications 41 (18), 8180-8188, 2014 | 19 | 2014 |
| Implementing a gaze tracking algorithm for improving advanced driver assistance systems A Ledezma, V Zamora, Ó Sipele, MP Sesmero, A Sanchis Electronics 10 (12), 1480, 2021 | 18 | 2021 |
| Mining Disease Courses across Organizations: A Methodology Based on Process Mining of Diagnosis Events Datasets P de Toledo, C Joppien, MP Sesmero, P Drews 41st Annual International Conference of the IEEE Engineering in Medicine and …, 2019 | 12 | 2019 |
| Evolving Gaussian on-line clustering in social network analysis I Škrjanc, G Andonovski, JA Iglesias, MP Sesmero, A Sanchis Expert Systems With Applications 207, 117881, 2022 | 10 | 2022 |
| CCE: An ensemble architecture based on coupled ANN for solving multiclass problems MP Sesmero, JM Alonso-Weber, A Sanchis Information Fusion 58, 132-152, 2020 | 10 | 2020 |
| Handwritten digit recognition with pattern transformations and neural network averaging JM Alonso-Weber, MP Sesmero, G Gutierrez, A Ledezma, A Sanchis Artificial Neural Networks and Machine Learning–ICANN 2013: 23rd …, 2013 | 9 | 2013 |
| Testing feature selection in traffic signs MP Sesmero, JM Alonso-Weber, G Gutiérrez, A Ledezma, A Sanchis Proceedings of 11th International Conference on Computer Aided Systems …, 2007 | 8 | 2007 |
| Specialized ensemble of classifiers for traffic sign recognition MP Sesmero, JM Alonso-Weber, G Gutiérrez, A Ledezma, A Sanchis Computational and Ambient Intelligence: 9th International Work-Conference on …, 2007 | 7 | 2007 |
| Forecasting time series by an ensemble of artificial neural networks based on transforming the time series G Gutierrez, MP Sesmero, A Sanchis 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016 | 3 | 2016 |
| CCE: an approach to improve the accuracy in ensembles by using diverse base learners MP Sesmero, JM Alonso-Weber, G Gutierrez, A Sanchis Hybrid Artificial Intelligence Systems: 9th International Conference, HAIS …, 2014 | 3 | 2014 |
| Genetic learning of text patterns J Serrano, MD Castillo, M Sesmero Proc. of CAEPIA03, 231-234, 2003 | 3 | 2003 |
| Perception and Representation in a Multistrategy Learning Process. Learning’00 MD Castillo, P Sesmero ISBN 84-89315-19-01, 2000 | 3 | 2000 |
| Synthetic samples generator (SYSGEN), an approach to increase the size of incidence samples in coffee leaf rust modelling EJ Girón, DC Corrales, MP Sesmero, JA Iglesias, JC Corrales Evolving Systems 13 (4), 625-636, 2022 | 2 | 2022 |
| Measuring diversity and accuracy in ANN ensembles MP Sesmero, JM Alonso-Weber, A Giuliani, G Armano, A Sanchis Advances in Artificial Intelligence: 18th Conference of the Spanish …, 2018 | 2 | 2018 |
| Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model G Gutierrez, M Paz Sesmero, A Sanchis Advances in Computational Intelligence: 14th International Work-Conference …, 2017 | 2 | 2017 |
