Services and Communication Networks (SRC)
Universidad Politécnica de Valencia
Valencia, EspañaPublications in collaboration with researchers from Universidad Politécnica de Valencia (11)
2019
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Shallow neural network with kernel approximation for prediction problems in highly demanding data networks
Expert Systems with Applications, Vol. 124, pp. 196-208
2018
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Deep Learning Model for Multimedia Quality of Experience Prediction Based on Network Flow Packets
IEEE Communications Magazine, Vol. 56, Núm. 9, pp. 110-117
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Intelligent IoT traffic classification using novel search strategy for fast-based-correlation feature selection in industrial environments
IEEE Internet of Things Journal, Vol. 5, Núm. 3, pp. 1616-1624
2017
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Conditional variational autoencoder for prediction and feature recovery applied to intrusion detection in iot
Sensors (Switzerland), Vol. 17, Núm. 9
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Network Traffic Classifier with Convolutional and Recurrent Neural Networks for Internet of Things
IEEE Access, Vol. 5, pp. 18042-18050
2014
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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
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Artificial neural network for short-term load forecasting in distribution systems
Energies, Vol. 7, Núm. 3, pp. 1576-1598
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Artificial neural networks for short-term load forecasting in microgrids environment
Energy, Vol. 75, pp. 252-264
2013
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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
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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
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Short-term load forecasting for microgrids based on artificial neural networks
Energies, Vol. 6, Núm. 3, pp. 1385-1408