MANUEL
LOPEZ MARTIN
Investigador en el període 2016-2022
JUAN IGNACIO
ARRIBAS SANCHEZ
PROFESORES TITULARES DE UNIVERSIDAD
Publicacions en què col·labora amb JUAN IGNACIO ARRIBAS SANCHEZ (7)
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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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