Luis Gonzaga Baca Ruiz

Proyectos de Investigación

  • (TIN2015-64776-C3-1-R) Analisis Inteligente de Datos para Gestion de la Eficiencia Energetica en Instalaciones Distribuidas
    • Fecha: 01/01/2016 - 31/12/2018
    • Investigadores: Rueda, Ramón / Fernandez-Basso , Carlos / L.G.B. Ruiz
  • (TIN2012-30939) Modelado y Control de Entornos Monitorizados Multiusuario Empleando Información Heterogénea. Aplicación a la Mejora de Eficiencia Energética
    • Fecha: 01/01/2013 - 31/12/2015
    • Investigador Principal: Delgado-Calvo-Flores, Miguel
    • Investigadores: Gómez-Romero, Juan / Martínez-Aires, María Dolores / Molina-Solana, Miguel / Ros-Izquierdo, María / Martín-Bautista, María José / Ruiz-Jiménez, María Dolores
    • Participantes: L.G.B. Ruiz

Artículos

  • Data Learning: Integrating Data Assimilation and Machine Learning (2022)
    • DOI: 10.1016/j.jocs.2021.101525
    • Journal of Computational Science vol. 58 (pags 101525 - )
    • Buizza, C / Casas, C.Q. / Nadler, P. / Mack, J. / Marrone, S. / Titus, Z / Cornec, C / Heylen, e / Dur, T / L.G.B. Ruiz / Heaney, C / Amador, J / Kumar, Kss / Arcucci, R
  • A Three-Valued Logic Approach for Edge Detection Using Cellular Automata (2021)
    • DOI: WOS:000631881000004
    • Journal of Cellular Automata vol. 15 (pags 407 - 438)
    • Pegalajar-Cuéllar, Manuel / Rueda, Ramón / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen
  • Analysis and Enhanced Prediction of the Spanish Electricity Network Through Big Data and Machine Learning Techniques (2021)
    • DOI: 10.1016/j.ijar.2021.03.002
    • International Journal of Approximate Reasoning vol. 133 (pags 48 - 59)
    • Pegalajar-Jimenez, Maria del Carmen / L.G.B. Ruiz / Pegalajar-Cuéllar, Manuel / Rueda, Ramón
  • A Tensorflow Approach to Data Analysis for Time Series Forecasting in the Energy-Efficiency Realm (2021)
    • DOI: 10.3390/en14134038
    • Energies vol. 14 num. 13 (pags 4038 - )
    • Sánchez Iruela, José Rubén / L.G.B. Ruiz / Capel-Tuñon, Manuel Isidoro / Pegalajar-Jimenez, Maria del Carmen
  • A Parallel Solution with Gpu Technology to Predict Energy Consumption in Spatially Distributed Buildings Using Evolutionary Optimization and Artificial Neural Networks (2020)
    • DOI: 10.1016/j.jobe.2020.101315
    • Journal of Building Engineering vol. 207 (pags 112535 - )
    • Sánchez-Iruela, Rubén José / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen / Capel-Tuñon, Manuel Isidoro
  • A Case Study on Understanding Energy Consumption Through Prediction and Visualisation (Vimoen) (2020)
    • DOI: 10.1016/j.jobe.2020.101315
    • Journal of Building Engineering vol. 30
    • L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen / Molina-Solana, Miguel / Guo, Yike
  • An Ant Colony Optimization Approach for Symbolic Regression Using Straight Line Programs. Application to Energy Consumption Modelling (2020)
    • DOI: 10.1016/j.ijar.2020.03.005
    • International Journal of Approximate Reasoning vol. 121 (pags 23 - 38)
    • Rueda, Ramón / L.G.B. Ruiz / Pegalajar-Cuéllar, Manuel / Pegalajar-Jimenez, Maria del Carmen
  • A Time-Series Clustering Methodology for Knowledge Extraction in Energy Consumption Data (2020)
    • DOI: 10.1016/j.eswa.2020.113731
    • Expert Systems with Applications vol. 160 (pags 113731 - )
    • L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen / Arcucci, Rossella / Molina-Solana, Miguel
  • Parallel Memetic Algorithm for Training Recurrent Neural Networks for the Energy Efficiency Problem (2019)
    • DOI: 10.1016/j.asoc.2018.12.028
    • Applied Soft Computing vol. 76 (pags 356 - 368)
    • L.G.B. Ruiz / Capel-Tuñon, Manuel Isidoro / Pegalajar-Jimenez, Maria del Carmen
  • A Munsell Colour-Based Approach for Soil Classification Using Fuzzy Logic and Artificial Neural Networks (2019)
    • DOI: 10.1016/j.fss.2019.11.002
    • Fuzzy Sets and Systems
    • Pegalajar-Jimenez, Maria del Carmen / L.G.B. Ruiz / Sánchez-Marañón, Manuel / Mansilla, Luis
  • Energy Consumption Forecasting Based on Elman Neural Network with Evolutionary Optimization (2018)
    • DOI: 10.1016/j.eswa.2017.09.059
    • Expert Systems with Applications vol. 92 (pags 380 - 389)
    • L.G.B. Ruiz / Rueda-Delgado, Ramón / Pegalajar-Cuéllar, Manuel / Pegalajar-Jimenez, Maria del Carmen
  • Energy Consumption Forecasting Based on Elman Neural Networks with Evolutive Optimization (2017)
    • DOI: https://doi.org/10.1016/j.eswa.2017.09.059
    • Expert Systems with Applications vol. 92 (pags 380 - 389)
    • L.G.B. Ruiz / Rueda, Ramón / Pegalajar-Cuéllar, Manuel / Pegalajar-Jimenez, Maria del Carmen
  • An Application of Non-Linear Autoregressive Neural Networks to Predict Energy Consumption in Public Buildings (2016)
    • DOI: 10.3390/en9090684
    • Energies vol. 9 num. 9
    • Ruiz, Luis Gonzaga Baca / Pegalajar-Cuéllar, Manuel / Delgado-Calvo-Flores, Miguel / Pegalajar-Jimenez, Maria del Carmen
    • Web: Leer artículo

Capítulos de libro

  • A Parallel Approach to Data Analysis for Energy Efficient Energy Management in Distributed Facilites (Pioneer) (pags 28 - 49) (2017)
    • European Space Projects: Developments, Implementations and Impacts in a Changing World - ISBN: 978-989-758-311-7
    • Pegalajar-Jimenez, Maria Del Carmen / Capel-Tuñon, Manuel Isidoro / L.G.B. Ruiz / Delgado-Calvo-Flores, Miguel
  • A Parallel Approach to Intelligent Data Analysis for Efficient Energy Management in Distributed Facilities (Pioneer) (pags 28 - 49) (2017)
    • European Space Projects: Developments, Implementations and Impacts in a Changing World - ISBN: 978-989-758-311-7
    • Pegalajar-Jimenez, Maria Del Carmen / Capel-Tuñon, Manuel Isidoro / L.G.B. Ruiz / Delgado-Calvo-Flores, Miguel

Congresos

  • A Comparison between Narx Neural Networks and Symbolic Regression: An Application for Energy Consumption Forecasting (Congreso)
    • Rueda, Ramón / L.G.B. Ruiz / Pegalajar-Cuéllar, Manuel / Delgado-Calvo-Flores, Miguel / Pegalajar-Jimenez, Maria Del Carmen
    • International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems - 11/06/2018 - 15/06/2018 (Cádiz)
  • Artificial Neural Networks and Fuzzy Logic for Specifying the Color of An Image Using Munsell Soil-Color Charts (Ponencia en Congreso)
    • Pegalajar-Jimenez, Maria Del Carmen / Sánchez-Marañón, Manuel / L.G.B. Ruiz / Mansilla, Luis / Delgado-Calvo-Flores, Miguel
    • International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems - 11/06/2018 - 15/06/2018 (Cádiz)
  • Experimental Evaluation of Straight Line Programs for Hydrological Modelling with Exogenous Variables (Congreso)
    • Rueda, Ramón / Ruiz, Luis Gonzaga Baca / Jimeno-sáez, Patricia / Pegalajar-Cuéllar, Manuel / Pulido-Velazquez, David / Pegalajar-Jimenez, Maria Del Carmen
    • Hybrid Artificial Intelligence Systems 2017 - 21/06/2017 - 23/06/2017 (Logroño)
  • A Parallel Approach to Data Analysis for the Problem of the Energy Efficiency (Congreso)
    • Ruiz, Luis Gonzaga Baca / Capel-Tuñon, Manuel Isidoro / Pegalajar-Jimenez, Maria Del Carmen
    • European Project Space on Advanced Internet Systems and Technologies - 24/04/2017 - 26/04/2017 (Oporto (Portugal))

Tesis Doctorales

  • Gestión de la Eficiencia Energética mediante Técnicas de Minería de Datos (Curso 2019/2020)
    • Doctorando: L.G.B. Ruiz
    • Directores: Pegalajar-Jimenez, Maria Del Carmen
    • Universidad de Granada. Escuela Técnica Superior de Ingenierías Informática y de Telecomunicación