Publicaciones (34) Publicaciones de LUIS GONZAGA BACA RUIZ

2024

  1. A Novel Non-Intrusive Load Monitoring Algorithm for Unsupervised Disaggregation of Household Appliances

    Information (Switzerland), Vol. 15, Núm. 2

  2. An Application of Fuzzy Symbolic Time-Series for Energy Demand Forecasting

    International Journal of Fuzzy Systems, Vol. 26, Núm. 3, pp. 703-717

2023

  1. A parsimonious methodological framework for short-term forecasting of groundwater levels

    Science of the Total Environment, Vol. 881

  2. Advances in Energy Efficiency through Neural-Network-Based Models

    Energies

  3. An Improved Pattern Sequence-Based Energy Load Forecast Algorithm Based on Self-Organizing Maps and Artificial Neural Networks

    Big Data and Cognitive Computing, Vol. 7, Núm. 2

  4. An Intelligent Approach Using Machine Learning Techniques to Predict Flow in People

    Big Data and Cognitive Computing, Vol. 7, Núm. 2

  5. Application of Fuzzy and Conventional Forecasting Techniques to Predict Energy Consumption in Buildings

    International Journal of Intelligent Systems, Vol. 2023

  6. Application of classical and advanced machine learning models to predict personality on social media

    Expert Systems with Applications, Vol. 216

  7. Artificial Intelligence-Based Prediction of Spanish Energy Pricing and Its Impact on Electric Consumption

    Machine Learning and Knowledge Extraction, Vol. 5, Núm. 2, pp. 431-447

  8. Assessing the impact of soiling on photovoltaic efficiency using supervised learning techniques

    Expert Systems with Applications, Vol. 231

  9. Munsell Soil Colour Classification Using Smartphones through a Neuro-Based Multiclass Solution

    AgriEngineering, Vol. 5, Núm. 1, pp. 355-368

  10. Study of violence against women and its characteristics through the application of text mining techniques

    International Journal of Data Science and Analytics

  11. Time Series Forecasting with Quantum Neural Networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  12. Time series quantum classifiers with amplitude embedding

    Quantum Machine Intelligence, Vol. 5, Núm. 2

2022

  1. A similarity measure for Straight Line Programs and its application to control diversity in Genetic Programming

    Expert Systems with Applications, Vol. 194

  2. Data Learning: Integrating Data Assimilation and Machine Learning

    Journal of Computational Science, Vol. 58

  3. Electric demand forecasting with neural networks and symbolic time series representations

    Applied Soft Computing, Vol. 122

  4. Photovoltaic Energy Production Forecasting through Machine Learning Methods: A Scottish Solar Farm Case Study

    Energies, Vol. 15, Núm. 22

  5. Time Series Forecasting for Energy Consumption

    Energies

2021

  1. A tensorflow approach to data analysis for time series forecasting in the energy-efficiency realm

    Energies, Vol. 14, Núm. 13