Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal Classification
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-43078-7_41
Reference23 articles.
1. Ayllón-Gavilán, R., Guijo-Rubio, D., Gutiérrez, P.A., Hervás-Martínez, C.: Assessing the efficient market hypothesis for cryptocurrencies with high-frequency data using time series classification. In: García Bringas, P., et al (eds.) 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022). SOCO 2022. LNCS, vol. 531. Springer, Cham (2022). https://doi.org/10.1007/978-3-031-18050-7_14
2. Bagnall, A., Lines, J., Bostrom, A., Large, J., Keogh, E.: The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances. Data Min. Knowl. Disc. 31(3), 606–660 (2017)
3. Barbero-Gómez, J., Gutiérrez, P.A., Vargas, V.M., Vallejo-Casas, J.A., Hervás-Martínez, C.: An ordinal CNN approach for the assessment of neurological damage in Parkinson’s disease patients. Expert Syst. Appl. 182, 115271 (2021)
4. Boonyakitanont, P., Lek-Uthai, A., Chomtho, K., Songsiri, J.: A review of feature extraction and performance evaluation in epileptic seizure detection using EEG. Biomed. Signal Process. Control 57, 101702 (2020)
5. Cruz-Ramírez, M., Hervás-Martínez, C., Sánchez-Monedero, J., Gutiérrez, P.A.: Metrics to guide a multi-objective evolutionary algorithm for ordinal classification. Neurocomputing 135, 21–31 (2014)
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