Publications by the researcher in collaboration with ANTONIO JAVIER SANCHEZ ESGUEVILLAS (15)

2021

  1. Additive ensemble neural network with constrained weighted quantile loss for probabilistic electric‐load forecasting

    Sensors, Vol. 21, Núm. 9

  2. Novel data-driven models applied to short-term electric load forecasting

    Applied Sciences (Switzerland), Vol. 11, Núm. 12

2019

  1. Exploratory study on Class Imbalance and solutions for Network Traffic Classification

    Neurocomputing, Vol. 343, pp. 100-119

2017

  1. Aprendizaje Automático para Caracterización de Tráfico de Redes: Metodología y Comparación de Algoritmos Ensamblados

    III Jornadas Doctorales Escuela Internacional de Doctorado de la Universidad de Murcia (EIDUM)

  2. Ensemble network traffic classification: Algorithm comparison and novel ensemble scheme proposal

    Computer Networks, Vol. 127, pp. 68-80

2014

  1. A survey on electric power demand forecasting: Future trends in smart grids, microgrids and smart buildings

    IEEE Communications Surveys and Tutorials, Vol. 16, Núm. 3, pp. 1460-1495

  2. Artificial neural network for short-term load forecasting in distribution systems

    Energies, Vol. 7, Núm. 3, pp. 1576-1598

  3. Artificial neural networks for short-term load forecasting in microgrids environment

    Energy, Vol. 75, pp. 252-264

2013

  1. A multi-agent system architecture for smart grid management and forecasting of energy demand in virtual power plants

    IEEE Communications Magazine, Vol. 51, Núm. 1, pp. 106-113

  2. Experimental analysis of the input variables' relevance to forecast next day's aggregated electric demand using neural networks

    Energies, Vol. 6, Núm. 6, pp. 2927-2948

  3. Improved short-term load forecasting based on two-stage predictions with artificial neural networks in a microgrid environment

    Energies, Vol. 6, Núm. 9, pp. 4489-4507

  4. Short-term load forecasting for microgrids based on artificial neural networks

    Energies, Vol. 6, Núm. 3, pp. 1385-1408

2012

  1. A study of the relationship between weather variables and electric power demand inside a smart grid/smart world framework

    Sensors (Switzerland), Vol. 12, Núm. 9, pp. 11571-11591

  2. Classification and clustering of electricity demand patterns in industrial parks

    Energies, Vol. 5, Núm. 12, pp. 5215-5228

  3. Performance study of the application of artificial neural networks to the completion and prediction of data retrieved by underwater sensors

    Sensors, Vol. 12, Núm. 2, pp. 1468-1481