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Belén Carro
Belén Carro
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Zitiert von
Jahr
Network traffic classifier with convolutional and recurrent neural networks for Internet of Things
M Lopez-Martin, B Carro, A Sanchez-Esguevillas, J Lloret
IEEE access 5, 18042-18050, 2017
4282017
A survey on electric power demand forecasting: future trends in smart grids, microgrids and smart buildings
L Hernandez, C Baladron, JM Aguiar, B Carro, AJ Sanchez-Esguevillas, ...
IEEE Communications Surveys & Tutorials 16 (3), 1460-1495, 2014
4252014
A multi-agent system architecture for smart grid management and forecasting of energy demand in virtual power plants
L Hernández, C Baladron, JM Aguiar, B Carro, A Sanchez-Esguevillas, ...
IEEE Communications Magazine 51 (1), 106-113, 2013
2222013
Artificial neural networks for short-term load forecasting in microgrids environment
L Hernández, C Baladrón, JM Aguiar, B Carro, A Sánchez-Esguevillas, ...
Energy 75, 252-264, 2014
1912014
Conditional variational autoencoder for prediction and feature recovery applied to intrusion detection in iot
M Lopez-Martin, B Carro, A Sanchez-Esguevillas, J Lloret
Sensors 17 (9), 1967, 2017
1632017
A study of the relationship between weather variables and electric power demand inside a smart grid/smart world framework
L Hernández, C Baladrón, JM Aguiar, L Calavia, B Carro, ...
Sensors 12 (9), 11571-11591, 2012
1292012
Short-term load forecasting for microgrids based on artificial neural networks
L Hernandez, C Baladrón, JM Aguiar, B Carro, AJ Sanchez-Esguevillas, ...
Energies 6 (3), 1385-1408, 2013
1282013
Application of deep reinforcement learning to intrusion detection for supervised problems
M Lopez-Martin, B Carro, A Sanchez-Esguevillas
Expert Systems with Applications 141, 112963, 2020
1242020
Classification and clustering of electricity demand patterns in industrial parks
L Hernández, C Baladrón, JM Aguiar, B Carro, A Sánchez-Esguevillas
Energies 5 (12), 5215-5228, 2012
1182012
Artificial neural network for short-term load forecasting in distribution systems
L Hernández, C Baladrón, JM Aguiar, L Calavia, B Carro, ...
Energies 7 (3), 1576-1598, 2014
862014
Adversarial environment reinforcement learning algorithm for intrusion detection
G Caminero, M Lopez-Martin, B Carro
Computer Networks 159, 96-109, 2019
852019
A semantic autonomous video surveillance system for dense camera networks in smart cities
L Calavia, C Baladrón, JM Aguiar, B Carro, A Sánchez-Esguevillas
Sensors 12 (8), 10407-10429, 2012
732012
Framework for intelligent service adaptation to user's context in next generation networks
C Baladron, JM Aguiar, B Carro, L Calavia, A Cadenas, ...
IEEE Communications Magazine 50 (3), 18-25, 2012
572012
Intelligent IoT traffic classification using novel search strategy for fast-based-correlation feature selection in industrial environments
S Egea, AR Mańez, B Carro, A Sánchez-Esguevillas, J Lloret
IEEE Internet of Things Journal 5 (3), 1616-1624, 2017
532017
Improved short-term load forecasting based on two-stage predictions with artificial neural networks in a microgrid environment
L Hernández, C Baladrón, JM Aguiar, L Calavia, B Carro, ...
Energies 6 (9), 4489-4507, 2013
462013
Ensemble network traffic classification: Algorithm comparison and novel ensemble scheme proposal
SE Gómez, BC Martínez, AJ Sánchez-Esguevillas, LH Callejo
Computer Networks 127, 68-80, 2017
452017
Deep learning model for multimedia quality of experience prediction based on network flow packets
M Lopez-Martin, B Carro, J Lloret, S Egea, A Sanchez-Esguevillas
IEEE Communications Magazine 56 (9), 110-117, 2018
412018
User-centric future internet and telecommunication services
C Baladrón, J Aguiar, B Carro, LW Goix, A León, PF Martín, J Sienel
Towards the Future Internet, 217-226, 2009
412009
A user-centric service creation approach for Next Generation Networks
JC Yelmo, JM del Álamo, R Trapero, P Falcarín, J Yu, B Carro, ...
2008 First ITU-T Kaleidoscope Academic Conference-Innovations in NGN: Future …, 2008
402008
Neural network architecture based on gradient boosting for IoT traffic prediction
M Lopez-Martin, B Carro, A Sanchez-Esguevillas
Future Generation Computer Systems 100, 656-673, 2019
372019
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