Energy consumption forecasting based on Elman neural networks with evolutive optimization
Ruiz, L.G.B., Rueda, R., Cuéllar, M.P., Pegalajar, M.C.
Published in Expert systems with applications (01.02.2018)
Published in Expert systems with applications (01.02.2018)
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Journal Article
An Application of Fuzzy Symbolic Time-Series for Energy Demand Forecasting
Criado-Ramón, D., Ruiz, L.G.B., Pegalajar, M. C.
Published in International journal of fuzzy systems (01.04.2024)
Published in International journal of fuzzy systems (01.04.2024)
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Journal Article
A time-series clustering methodology for knowledge extraction in energy consumption data
Ruiz, L.G.B., Pegalajar, M.C., Arcucci, R., Molina-Solana, M.
Published in Expert systems with applications (01.12.2020)
Published in Expert systems with applications (01.12.2020)
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Journal Article
A Munsell colour-based approach for soil classification using Fuzzy Logic and Artificial Neural Networks
Pegalajar, M.C., Ruiz, L.G.B., Sánchez-Marañón, M., Mansilla, L.
Published in Fuzzy sets and systems (15.12.2020)
Published in Fuzzy sets and systems (15.12.2020)
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Journal Article
A GPU-accelerated adaptation of the PSO algorithm for multi-objective optimization applied to artificial neural networks to predict energy consumption
Iruela, J.R.S., Ruiz, L.G.B., Criado-Ramón, D., Pegalajar, M.C., Capel, M.I.
Published in Applied soft computing (01.07.2024)
Published in Applied soft computing (01.07.2024)
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Journal Article
A parallel solution with GPU technology to predict energy consumption in spatially distributed buildings using evolutionary optimization and artificial neural networks
Iruela, J.R.S., Ruiz, L.G.B., Pegalajar, M.C., Capel, M.I.
Published in Energy conversion and management (01.03.2020)
Published in Energy conversion and management (01.03.2020)
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Journal Article
A case study on understanding energy consumption through prediction and visualization (VIMOEN)
Ruiz, L.G.B., Pegalajar, M.C., Molina-Solana, M., Guo, Yi-Ke
Published in Journal of Building Engineering (01.07.2020)
Published in Journal of Building Engineering (01.07.2020)
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Journal Article