Raquel Espinosa

According to our database, Raquel Espinosa authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning.

Raquel Espinosa, Fernando Jiménez, José Palma

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Surrogate-assisted multi-objective evolutionary feature selection of generation-based fixed evolution control for time series forecasting with LSTM networks.

Raquel Espinosa, Fernando Jiménez, José T. Palma

Swarm Evol. Comput., 2024

2023

Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data.

Raquel Espinosa, Fernando Jiménez, José T. Palma

Inf. Sci., April, 2023

Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting.

Raquel Espinosa, Fernando Jiménez, José T. Palma

CoRR, 2023

2022

Multi-objective evolutionary spatio-temporal forecasting of air pollution.

Raquel Espinosa, Fernando Jiménez, José T. Palma

Future Gener. Comput. Syst., 2022

2021

A time series forecasting based multi-criteria methodology for air quality prediction.

Raquel Espinosa, José Palma, Fernando Jiménez, Joanna Kaminska, Guido Sciavicco, Estrella Lucena-Sánchez

Appl. Soft Comput., 2021