L. G. B. Ruiz

An Application of Non-Linear Autoregressive Neural Networks to Predict Energy Consumption in Public Buildings

L. G. B. Ruiz, Manuel Pegalájar Cuéllar, Miguel Delgado Calvo-Flores · Energies · 2016 · 223 citations · Full text

Energy Consumption, Energy Consumption Prediction, Engineering +15

Energy consumption forecasting based on Elman neural networks with evolutive optimization

L. G. B. Ruiz, R. Rueda, Manuel Pegalájar Cuéllar et al. · Expert Systems with Applications · 2017 · 193 citations

Energy Consumption, Forecasting Methodology, Elman Neural Networks +11

Data Learning: Integrating Data Assimilation and Machine Learning

Caterina Buizza, César Quilodrán Casas, Philip Nadler et al. · Journal of Computational Science · 2021 · 138 citations

Engineering, Machine Learning, Data Science +5

A time-series clustering methodology for knowledge extraction in energy consumption data

L. G. B. Ruiz, M.C. Pegalajar, Rossella Arcucci et al. · Expert Systems with Applications · 2020 · 77 citations

Energy Consumption, Engineering, Knowledge Extraction +12

A Munsell colour-based approach for soil classification using Fuzzy Logic and Artificial Neural Networks

M.C. Pegalajar, L. G. B. Ruiz, Manuel Sánchez‐Marañón et al. · Fuzzy Sets and Systems · 2019 · 46 citations

Munsell Colour-based Approach, Fuzzy Logic, Engineering +8