Mudarra Machuca, A. ., Valdivia, D. ., Ducange, P. ., Germán Morales, M. ., Rivera Rivas, A. J. ., & Pérez Godoy, M. D. . . (2024). Nets4Learning: A Web Platform for Designing and Testing ANN/DNN Models. Electronics, 13. https://doi.org/10.3390/electronics13224378
Antonio Jesús Rivera Rivas
First name
Antonio Jesús
Last name
Rivera Rivas
2024
Germán Morales, M. ., Rivera Rivas, A. J. ., Charte Ojeda, F. ., De La Casa-Higueras, J. ., Tejero, J. A., & del Jesus Díaz, M. J. . (2024). Modelado de módulos fotovoltaicos bifaciales mediante técnicas de aprendizaje automático.
2023
Rivera Rivas, A. J. ., Dávila Romero, M. Ángel . ., Elizondo, D. A., del Jesus Díaz, M. J. ., & Charte Ojeda, F. . (2023). mldr.resampling: Efficient reference implementations of multilabel resampling algorithms. Neurocomputing, 559, 126806. https://doi.org/https://doi.org/10.1016/j.neucom.2023.126806
2022
Martínez del Rio, F. . ., Frías, M. ., Pérez Godoy, M. D. . ., & Rivera Rivas, A. J. . (2022). Time Series Forecasting by Generalized Regression Neural Networks Trained With Multiple Series. IEEE Access, 10, 3275-3283. https://doi.org/10.1109/ACCESS.2022.3140377
2021
Pulgar Rubio, F. J. . ., Charte Ojeda, F. ., Rivera Rivas, A. J. ., & del Jesus Díaz, M. J. . (2021). ClEnDAE: A classifier based on ensembles with built-in dimensionality reduction through denoising autoencoders. Information Sciences, 565, 146-176. https://doi.org/10.1016/j.ins.2021.02.060
2020
Rivera Rivas, A. J. ., Pérez Godoy, M. D. . ., Elizondo, D. ., Deka, L. ., & del Jesus Díaz, M. J. . (2020). A Preliminary Study on Crop Classification with Unsupervised Algorithms for Time Series on Images with Olive Trees and Cereal Crops. 276-285. https://doi.org/10.1007/978-3-030-57802-2_27 (Original work published 2020)
Pulgar Rubio, F. J. . ., Charte Ojeda, F. ., Rivera Rivas, A. J. ., & del Jesus Díaz, M. J. . (2020). Choosing the proper autoencoder for feature fusion based on data complexity and classifiers: Analysis, tips and guidelines. Information Fusion, 54, 44-60. https://doi.org/10.1016/j.inffus.2019.07.004 (Original work published 2020)
Charte Ojeda, F. ., Rivera Rivas, A. J. ., Medina, J. ., & Espinilla, M. . (2020). El ecosistema de aprendizaje del estudiante universitario en la post-pandemia. Metodologías y herramientas. Enseñanza Y Aprendizaje De Ingeniería De Computadores. https://doi.org/10.30827/Digibug.64779
Charte Ojeda, F. ., Rivera Rivas, A. J. ., Martínez, F. ., & del Jesus Díaz, M. J. . (2020). EvoAAA: An evolutionary methodology for automated neural autoencoder architecture search. Integrated Computer-Aided Engineering, 27, 211-231. https://doi.org/10.3233/ICA-200619 (Original work published 2020)
2019
Charte Ojeda, F. ., Vico, A. ., Pérez Godoy, M. D. . ., & Rivera Rivas, A. J. . (2019). predtoolsTS: R package for streamlining time series forecasting. Progress in Artificial Intelligence, 8, 505-510. https://doi.org/10.1007/s13748-019-00193-z (Original work published 2019)