Inés M. Galván

AMPSO: A New Particle Swarm Method for Nearest Neighborhood Classification

Alejandro Cervantes, Inés M. Galván, Pedro Isasi · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2009 · 107 citations

Artificial Intelligence, Nearest Prototype, Engineering +19

Multi-objective evolutionary optimization of prediction intervals for solar energy forecasting with neural networks

Inés M. Galván, José M. Valls, Alejandro Cervantes et al. · Information Sciences · 2017 · 97 citations

Engineering, Data Science, Energy Management +10

Improving the separation of direct and diffuse solar radiation components using machine learning by gradient boosting

Ricardo Aler, Inés M. Galván, José A. Ruiz‐Arias et al. · Solar Energy · 2017 · 84 citations · Full text

Solar Physics (Heliophysics), Image Analysis, Machine Learning +8

The use of neural networks for fitting complex kinetic data

Inés M. Galván, J.M. Zaldı́var, H. Hernández et al. · Computers & Chemical Engineering · 1996 · 69 citations · Full text

Engineering, Machine Learning, Data Science +6

Forecasting high waters at Venice Lagoon using chaotic time series analysis and nonlinear neural networks

J.M. Zaldı́var, Eduardo M. Gutiérrez, Inés M. Galván et al. · Journal of Hydroinformatics · 2000 · 53 citations · Full text

Forecasting Methodology, Hydrological Prediction, Engineering +23