ING. ELÉCTRICA Y DE SISTEMAS Y AUTOMÁT.
Department
JOSÉ ANTONIO
AVELEIRA MATA
Ayudante
Publications by the researcher in collaboration with JOSÉ ANTONIO AVELEIRA MATA (22)
2024
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A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport
Expert Systems, Vol. 41, Núm. 2
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Determining the severity of Parkinson’s disease in patients using a multi task neural network
Multimedia Tools and Applications, Vol. 83, Núm. 2, pp. 6077-6092
2023
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Categorization of CoAP DoS Attack Based on One-Class Boundary Methods
Lecture Notes in Networks and Systems
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Characterization of threats in IoT from an MQTT protocol-oriented dataset
Complex and Intelligent Systems, Vol. 9, Núm. 5, pp. 5281-5296
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Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques
Lecture Notes in Networks and Systems
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Heart disease risk prediction using deep learning techniques with feature augmentation
Multimedia Tools and Applications, Vol. 82, Núm. 20, pp. 31759-31773
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Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization
Lecture Notes in Networks and Systems
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One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Sistema dinámico para la detección de anomalías en entornos de Internet de las cosas (IoT)
Sistema dinámico para la detección de anomalías en entornos de Internet de las cosas (IoT)
2022
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BERT Model-Based Approach for Detecting Racism and Xenophobia on Twitter Data
Metadata and Semantic Research, pp. 148-158
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Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT
PeerJ Computer Science, Vol. 8
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Intelligent One-Class Classifiers for the Development of an Intrusion Detection System: The MQTT Case Study
Electronics (Switzerland), Vol. 11, Núm. 3
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Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers
Lecture Notes in Networks and Systems
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Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021
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Hybrid Model to Calculate the State of Charge of a Battery
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Hybrid Model to Calculate the State of Charge of a Battery
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
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Prototipo de IDS para detección de intrusiones con modelos de machine learning en sistemas IoT de la Industria 4.0
Revista DYNA, Vol. 96, Núm. 3, pp. 270-275
2020
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Autoencoder Latent Space Influence on IoT MQTT Attack Classification
Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference: Guimarães, Portugal; November 4–6, 2020. Proceedings
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Autoencoder Latent Space Influence on IoT MQTT Attack Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Functional prototype for intrusion detection system oriented to intelligent iot models
Advances in Intelligent Systems and Computing