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Application of deep reinforcement learning to intrusion detection for supervised problems

Expert systems with applications, 2020-03, Vol.141, p.112963, Article 112963

2020

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Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT

Sensors (Basel, Switzerland), 2017-08, Vol.17 (9), p.1967

2017

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Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things

IEEE access, 2017-01, Vol.5, p.18042-18050

2017

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SARS-CoV-2 mechanisms of action and impact on human organism, risk factors and potential treatments. An exhaustive survey

All life (Online), 2021-01, Vol.14 (1), p.894-947

Carro, Belén

2021

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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, 2014-01, Vol.16 (3), p.1460-1495

2014

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IEEE_Xplore

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

Energy (Oxford), 2014-10, Vol.75, p.252-264

2014

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Graph Neural Network contextual embedding for Deep Learning on tabular data

Neural networks, 2024-05, Vol.173, p.106180-106180, Article 106180

2024

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Network Intrusion Detection Based on Extended RBF Neural Network with Offline Reinforcement Learning

IEEE access, 2021-01, Vol.9, p.1-1

2021

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Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting

Sensors (Basel, Switzerland), 2021-04, Vol.21 (9), p.2979

2021

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Epigenetic and Phenotypic Responses to Experimental Climate Change of Native and Invasive Carpobrotus edulis

Frontiers in plant science, 2022-06, Vol.13, p.888391-888391

2022

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Classification and Clustering of Electricity Demand Patterns in Industrial Parks

Energies (Basel), 2012-12, Vol.5 (12), p.5215-5228

2012

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A Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework

Sensors (Basel, Switzerland), 2012-09, Vol.12 (9), p.11571-11591

2012

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A trophic latitudinal gradient revealed in anchovy and sardine from the Western Mediterranean Sea using a multi-proxy approach

Scientific reports, 2020-10, Vol.10 (1), p.17598-17598, Article 17598

2020

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Wave exposure as a driver of isolation by environment in the marine gastropod Nucella lapillus

Hydrobiologia, 2019-08, Vol.839 (1), p.51-69

2019

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Short-Term Load Forecasting for Microgrids Based on Artificial Neural Networks

Energies (Basel), 2013-03, Vol.6 (3), p.1385-1408

2013

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The role of metaphors in the development of technologies. The case of the artificial intelligence

Futures : the journal of policy, planning and futures studies, 2016-11, Vol.84, p.145-153

2016

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From data analysis to storytelling in scenario building. A semiotic approach to purpose-dependent writing of stories

Futures : the journal of policy, planning and futures studies, 2017-04, Vol.88, p.15-29

2017

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Easing the assessment of emerging technologies in technology observatories. Findings about patterns of dissemination of emerging technologies on the internet

Technology analysis & strategic management, 2018-01, Vol.30 (1), p.113-129

2018

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Exploratory study on Class Imbalance and solutions for Network Traffic Classification

Neurocomputing (Amsterdam), 2019-05, Vol.343, p.100-119

2019

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Novel Data-Driven Models Applied to Short-Term Electric Load Forecasting

Applied sciences, 2021-06, Vol.11 (12), p.5708

2021

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Adversarial environment reinforcement learning algorithm for intrusion detection

Computer networks (Amsterdam, Netherlands : 1999), 2019-08, Vol.159, p.96-109

2019

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A semantic autonomous video surveillance system for dense camera networks in Smart Cities

Sensors (Basel, Switzerland), 2012-08, Vol.12 (8), p.10407-10429

2012

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Extended imposex monitoring in N Atlantic Spain confirms punctual attainment of European environmental objectives for TBT

Marine pollution bulletin, 2018-01, Vol.126, p.462-466

2018

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Assessing emerging issues. The external and internal approach

Futures : the journal of policy, planning and futures studies, 2015-10, Vol.73, p.12-21

2015

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An intelligent surveillance platform for large metropolitan areas with dense sensor deployment

Sensors (Basel, Switzerland), 2013-06, Vol.13 (6), p.7414-7442

2013

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Application of deep reinforcement learning to intrusion detection for supervised problems

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT

Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things

SARS-CoV-2 mechanisms of action and impact on human organism, risk factors and potential treatments. An exhaustive survey

A Survey on Electric Power Demand Forecasting: Future Trends in Smart Grids, Microgrids and Smart Buildings

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

Graph Neural Network contextual embedding for Deep Learning on tabular data

Network Intrusion Detection Based on Extended RBF Neural Network with Offline Reinforcement Learning

Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting

Epigenetic and Phenotypic Responses to Experimental Climate Change of Native and Invasive Carpobrotus edulis

Classification and Clustering of Electricity Demand Patterns in Industrial Parks

A Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework

A trophic latitudinal gradient revealed in anchovy and sardine from the Western Mediterranean Sea using a multi-proxy approach

Wave exposure as a driver of isolation by environment in the marine gastropod Nucella lapillus

Short-Term Load Forecasting for Microgrids Based on Artificial Neural Networks

The role of metaphors in the development of technologies. The case of the artificial intelligence

From data analysis to storytelling in scenario building. A semiotic approach to purpose-dependent writing of stories

Easing the assessment of emerging technologies in technology observatories. Findings about patterns of dissemination of emerging technologies on the internet

Exploratory study on Class Imbalance and solutions for Network Traffic Classification

Novel Data-Driven Models Applied to Short-Term Electric Load Forecasting

Adversarial environment reinforcement learning algorithm for intrusion detection

A semantic autonomous video surveillance system for dense camera networks in Smart Cities

Extended imposex monitoring in N Atlantic Spain confirms punctual attainment of European environmental objectives for TBT

Assessing emerging issues. The external and internal approach

An intelligent surveillance platform for large metropolitan areas with dense sensor deployment

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