JOSÉ ANTONIO
AVELEIRA MATA
PROFESOR AYUDANTE DOCTOR
Mª TERESA
GARCÍA ORDÁS
Profesor Titular de Universidad
Publications by the researcher in collaboration with Mª TERESA GARCÍA ORDÁS (13)
2024
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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
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TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection
Logic Journal of the IGPL
2023
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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)
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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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
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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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