MARÍA DEL CARMEN
PEGALAJAR JIMÉNEZ
CATEDRÁTICA DE UNIVERSIDAD
LUIS GONZAGA
BACA RUIZ
PROFESOR TITULAR DE UNIVERSIDAD
Publicaciones en las que colabora con LUIS GONZAGA BACA RUIZ (33)
2024
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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
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A Novel Non-Intrusive Load Monitoring Algorithm for Unsupervised Disaggregation of Household Appliances
Information (Switzerland), Vol. 15, Núm. 2
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An Application of Fuzzy Symbolic Time-Series for Energy Demand Forecasting
International Journal of Fuzzy Systems, Vol. 26, Núm. 3, pp. 703-717
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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
2023
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A parsimonious methodological framework for short-term forecasting of groundwater levels
Science of the Total Environment, Vol. 881
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Advances in Energy Efficiency through Neural-Network-Based Models
Energies
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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
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An Intelligent Approach Using Machine Learning Techniques to Predict Flow in People
Big Data and Cognitive Computing, Vol. 7, Núm. 2
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Application of Fuzzy and Conventional Forecasting Techniques to Predict Energy Consumption in Buildings
International Journal of Intelligent Systems, Vol. 2023
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Application of classical and advanced machine learning models to predict personality on social media
Expert Systems with Applications, Vol. 216
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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
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Assessing the impact of soiling on photovoltaic efficiency using supervised learning techniques
Expert Systems with Applications, Vol. 231
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Munsell Soil Colour Classification Using Smartphones through a Neuro-Based Multiclass Solution
AgriEngineering, Vol. 5, Núm. 1, pp. 355-368
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Time Series Forecasting with Quantum Neural Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022
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A similarity measure for Straight Line Programs and its application to control diversity in Genetic Programming
Expert Systems with Applications, Vol. 194
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Electric demand forecasting with neural networks and symbolic time series representations
Applied Soft Computing, Vol. 122
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Photovoltaic Energy Production Forecasting through Machine Learning Methods: A Scottish Solar Farm Case Study
Energies, Vol. 15, Núm. 22
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Time Series Forecasting for Energy Consumption
Energies
2021
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A tensorflow approach to data analysis for time series forecasting in the energy-efficiency realm
Energies, Vol. 14, Núm. 13
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Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques
International Journal of Approximate Reasoning, Vol. 133, pp. 48-59