Raquel Espinosa

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

Raquel Espinosa, José Palma, Fernando Jiménez et al. · Applied Soft Computing · 2021 · 83 citations · Full text

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

Raquel Espinosa, Fernando Jiménez, José Palma · Information Sciences · 2022 · 59 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

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

Raquel Espinosa, Fernando Jiménez, José Palma · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 34 citations

Relieff Algorithm, Evolution Strategy, Engineering +13

Multi-objective evolutionary spatio-temporal forecasting of air pollution

Raquel Espinosa, Fernando Jiménez, José Palma · Future Generation Computer Systems · 2022 · 18 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Environmental Monitoring +13

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 Palma · Swarm and Evolutionary Computation · 2024 · 11 citations