Publications (91) MARÍA DEL CARMEN PEGALAJAR JIMÉNEZ publications

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2025

  1. A parallel approach to accelerate neural network hyperparameter selection for energy forecasting

    Expert Systems with Applications, Vol. 279

  2. An Evaluation of Meteorological Variables Impact on Photovoltaic Power Generation Estimation Based on Deep Learning Model

    Proceedings of 2025 4th International Conference on Computing and Information Technology, ICCIT 2025

  3. Exploring emotional stability: from conventional approaches to machine learning insights

    Applied Intelligence, Vol. 55, Núm. 2

  4. Implementation of Classical Decision Trees in a Quantum Computing Paradigm

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

2024

  1. A GPU-accelerated adaptation of the PSO algorithm for multi-objective optimization applied to artificial neural networks to predict energy consumption

    Applied Soft Computing, Vol. 160

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

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

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

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

  4. Automatic evolutionary design of quantum rule-based systems and applications to quantum reinforcement learning

    Quantum Information Processing, Vol. 23, Núm. 5

  5. Big Data Techniques Applied to Forecast Photovoltaic Energy Demand in Spain †

    Engineering Proceedings, Vol. 68, Núm. 1

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

    International Journal of Data Science and Analytics, Vol. 18, Núm. 1, pp. 35-48

  7. Towards energy efficiency: A comprehensive review of deep learning-based photovoltaic power forecasting strategies

    Heliyon, Vol. 10, Núm. 13

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. CUDA-bigPSF: An optimized version of bigPSF accelerated with graphics processing Unit

    Expert Systems with Applications, Vol. 230