| Convolutional-and Deep Learning-Based Techniques for Time Series Ordinal Classification R Ayllón-Gavilán, D Guijo-Rubio, PA Gutiérrez, A Bagnall, ... IEEE Transactions on Cybernetics 55 (2), 537 - 549, 2025 | 6 | 2025 |
| A dictionary-based approach to time series ordinal classification R Ayllón-Gavilán, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez International Work-Conference on Artificial Neural Networks, 541-552, 2023 | 3 | 2023 |
| Assessing the efficient market hypothesis for cryptocurrencies with high-frequency data using time series classification R Ayllón-Gavilán, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez International Workshop on Soft Computing Models in Industrial and …, 2022 | 3 | 2022 |
| dlordinal: A Python package for deep ordinal classification F Bérchez-Moreno, R Ayllón-Gavilán, VM Vargas, D Guijo-Rubio, ... Neurocomputing 622, 129305, 2025 | | 2025 |
| Splitting criteria for ordinal decision trees: an experimental study R Ayllón-Gavilán, FJ Martínez-Estudillo, D Guijo-Rubio, ... arXiv preprint arXiv:2412.13697, 2024 | | 2024 |
| Multivariate-Autoencoder Flow-Analogue Method for Heat Waves Reconstruction CM Marina, E Lorente-Ramos, R Ayllón-Gavilán, PA Gutiérrez, ... Conference of the Spanish Association for Artificial Intelligence, 223-232, 2024 | | 2024 |
| O-Hydra: A Hybrid Convolutional and Dictionary-Based Approach to Time Series Ordinal Classification R Ayllón-Gavilán, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez Conference of the Spanish Association for Artificial Intelligence, 50-60, 2024 | | 2024 |
| Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal Classification VM Vargas, R Ayllón-Gavilán, AM Durán-Rosal, PA Gutiérrez, ... International Work-Conference on Artificial Neural Networks, 505-516, 2023 | | 2023 |
