David Casillas-Pérez

A Survey on Machine Learning Techniques for Routing Optimization in SDN

Rashid Amin, Elisa Rojas, Aqsa Aqdus et al. · IEEE Access · 2021 · 149 citations · Full text

Artificial Intelligence, Autonomous Network, Engineering +16

Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction

Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez et al. · Measurement · 2022 · 107 citations · Full text

Artificial Intelligence, Search Optimization, Convolutional Neural Network +20

Machine learning regression and classification methods for fog events prediction

C. Castillo-Botón, David Casillas-Pérez, C. Casanova‐Mateo et al. · Atmospheric Research · 2022 · 91 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia

Sujan Ghimire, Binayak Bhandari, David Casillas-Pérez et al. · Engineering Applications of Artificial Intelligence · 2022 · 87 citations · Full text

Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms

Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez et al. · Applied Energy · 2022 · 85 citations

Engineering, Machine Learning, Data Science +8