BELÉN
CARRO MARTÍNEZ
CATEDRATICOS DE UNIVERSIDAD
Publications (107) BELÉN CARRO MARTÍNEZ publications
2024
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Graph Neural Network contextual embedding for Deep Learning on tabular data
Neural Networks, Vol. 173
2023
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Contrastive Learning over Random Fourier Features for IoT Network Intrusion Detection
IEEE Internet of Things Journal, Vol. 10, Núm. 10, pp. 8505-8513
2022
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A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures[Formula presented]
Expert Systems with Applications, Vol. 187
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Supervised contrastive learning over prototype-label embeddings for network intrusion detection
Information Fusion, Vol. 79, pp. 200-228
2021
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Additive ensemble neural network with constrained weighted quantile loss for probabilistic electric‐load forecasting
Sensors, Vol. 21, Núm. 9
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Model-free short-term fluid dynamics estimator with a deep 3D-convolutional neural network
Expert Systems with Applications, Vol. 177
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Network Intrusion Detection Based on Extended RBF Neural Network with Offline Reinforcement Learning
IEEE Access, Vol. 9, pp. 153153-153170
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Network intrusion detection with a novel hierarchy of distances between embeddings of hash IP addresses
Knowledge-Based Systems, Vol. 219
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Novel data-driven models applied to short-term electric load forecasting
Applied Sciences (Switzerland), Vol. 11, Núm. 12
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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, Vol. 14, Núm. 1, pp. 894-947
2020
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Application of deep reinforcement learning to intrusion detection for supervised problems
Expert Systems with Applications, Vol. 141
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Detection of early stages of Alzheimer's disease based on MEG activity with a randomized convolutional neural network
Artificial Intelligence in Medicine, Vol. 107
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IoT type-of-traffic forecasting method based on gradient boosting neural networks
Future Generation Computer Systems, Vol. 105, pp. 331-345
2019
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Adversarial environment reinforcement learning algorithm for intrusion detection
Computer Networks, Vol. 159, pp. 96-109
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Exploratory study on Class Imbalance and solutions for Network Traffic Classification
Neurocomputing, Vol. 343, pp. 100-119
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Neural network architecture based on gradient boosting for IoT traffic prediction
Future Generation Computer Systems, Vol. 100, pp. 656-673
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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
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Variational data generative model for intrusion detection
Knowledge and Information Systems, Vol. 60, Núm. 1, pp. 569-590
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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Easing the assessment of emerging technologies in technology observatories. Findings about patterns of dissemination of emerging technologies on the internet
Technology Analysis and Strategic Management, Vol. 30, Núm. 1, pp. 113-129