Hernández Rodríguez, Marcos ; Baca Ruiz, Luis Gonzaga ; Criado Ramón, David. Hernández Rodríguez, M.; Baca Ruiz, L.G.; Criado Ramón, D.; Pegalajar Jiménez, M.d.C. Artificial Intelligence-Based Prediction of Spanish Energy Pricing and Its Impact on Electric Consumption. Mach. Learn. Knowl. Extr. 2023, 5, 431–447. https://doi.org/10.3390/make5020026.
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2023
Criado Ramón, David ; Baca Ruiz, Luis Gonzaga ; Pegalajar Jiménez, María Del Carmen Criado-Ramón, D.; Ruiz, L.G.B.; Pegalajar, M.C. An Improved Pattern Sequence-Based Energy Load Forecast Algorithm Based on Self-Organizing Maps and Artificial Neural Networks. Big Data Cogn. Comput. 2023, 7, 92. [https://doi.org/10.3390/bdcc7020092].
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2023
Pegalajar Jiménez, María Del Carmen ; Baca Ruiz, Luis Gonzaga Pegalajar, M.C.; Ruiz, L.G.B.; Criado-Ramón, D. Munsell Soil Colour Classification Using Smartphones through a Neuro-Based Multiclass Solution. AgriEngineering 2023, 5, 355–368. [https://doi.org/10.3390/agriengineering5010023].
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2023
Criado Ramón, David ; Baca Ruiz, Luis Gonzaga ; Pegalajar Jiménez, María Del Carmen D. Criado-Ramón, L.B.G. Ruiz, M.C. Pegalajar, CUDA-bigPSF: An optimized version of bigPSF accelerated with graphics processing Unit, Expert Systems with Applications, Volume 230, 2023, 120661, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2023.120661..
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2023
Pegalajar Jiménez, María Del Carmen ; Baca Ruiz, Luis Gonzaga Pegalajar, M.C.; Ruiz, L.G.B.; Pérez-Moreiras, E.; Boada-Grau, J.; Serrano-Fernandez, M.J. An Intelligent Approach Using Machine Learning Techniques to Predict Flow in People. Big Data Cogn. Comput. 2023, 7, 67. [https://doi.org/10.3390/ bdcc7020067].
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2023
Cabrera, Amparo ; Baca Ruiz, Luis Gonzaga ; Criado Ramón, David.. A. Cabrera, L. G. B. Ruiz, D. Criado-Ramón, C. D. Barranco, M. C. Pegalajar, "Application of Fuzzy and Conventional Forecasting Techniques to Predict Energy Consumption in Buildings", International Journal of Intelligent Systems, vol. 2023, Article ID 4391555, 12 pages, 2023. [https://doi.org/10.1155/2023/4391555].
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2023
Cabezón, L ; Baca Ruiz, Luis Gonzaga ; Criado Ramón, David.. Cabezón, L. [et al.]. Photovoltaic Energy Production Forecasting through Machine Learning Methods: A Scottish Solar Farm Case Study. Energies 2022, 15, 8732. [https://doi.org/10.3390/en15228732].
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2022
Sánchez Iruela, José Rubén ; Baca Ruiz, Luis Gonzaga ; Capel Tuñón, Manuel Isidoro. Iruela, J.R.S.; Ruiz, L.G.B.; Capel, M.I.; Pegalajar, M.C. A TensorFlow Approach to Data Analysis for Time Series Forecasting in the Energy-Efficiency Realm. Energies 2021, 14, 4038. https://doi.org/10.3390/en14134038.
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2021
Sánchez Iruela, José Rubén ; Baca Ruiz, Luis Gonzaga ; Pegalajar Jiménez, María Del Carmen. Published version: J.R.S. Iruela, L.G.B. Ruiz, M.C. Pegalajar, M.I. Capel, A parallel solution with GPU technology to predict energy consumption in spatially distributed buildings using evolutionary optimization and artificial neural networks, Energy Conversion and Management, Volume 207, 2020, 112535, ISSN 0196-8904, https://doi.org/10.1016/j.enconman.2020.112535.
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2020
Baca Ruiz, Luis Gonzaga Baca Ruiz, Luis Gonzaga. Gestión de la Eficiencia Energética Mediante Técnicas de Minería de Datos. Granada: Universidad de Granada, 2020. [http://hdl.handle.net/10481/58703].
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2020
