Raquel Espinosa

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Feature Selection

Top Venues

Future Gener. Comput. Syst.

Swarm Evol. Comput.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Raquel Espinosa, Fernando Jiménez, José Palma
Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Raquel Espinosa, Fernando Jiménez, José T. Palma
Surrogate-assisted multi-objective evolutionary feature selection of generation-based fixed evolution control for time series forecasting with LSTM networks. Swarm Evol. Comput. 88 (2024)
Raquel Espinosa, Fernando Jiménez, José T. Palma
Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting. CoRR (2023)
Raquel Espinosa, Fernando Jiménez, José T. Palma
Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data. Inf. Sci. 622 (2023)
Raquel Espinosa, Fernando Jiménez, José T. Palma
Multi-objective evolutionary spatio-temporal forecasting of air pollution. Future Gener. Comput. Syst. 136 (2022)
Raquel Espinosa, José Palma, Fernando Jiménez, Joanna Kaminska, Guido Sciavicco, Estrella Lucena-Sánchez
A time series forecasting based multi-criteria methodology for air quality prediction. Appl. Soft Comput. 113 (Part) (2021)