| Multiclass classification procedure for detecting attacks on MQTT‐IoT protocol H Alaiz-Moreton, J Aveleira-Mata, J Ondicol-Garcia, ... Complexity 2019 (1), 6516253, 2019 | 129 | 2019 |
| Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT JA Benítez-Andrades, Á González-Jiménez, Á López-Brea, ... PeerJ Computer Science 8, e906, 2022 | 24 | 2022 |
| Intelligent one-class classifiers for the development of an intrusion detection system: The MQTT case study E Jove, J Aveleira-Mata, H Alaiz-Moretón, JL Casteleiro-Roca, ... Electronics 11 (3), 422, 2022 | 17 | 2022 |
| Heart disease risk prediction using deep learning techniques with feature augmentation MT García-Ordás, M Bayón-Gutiérrez, C Benavides, J Aveleira-Mata, ... Multimedia Tools and Applications 82 (20), 31759-31773, 2023 | 15 | 2023 |
| A novel intelligent approach for man‐in‐the‐middle attacks detection over internet of things environments based on message queuing telemetry transport A Michelena, J Aveleira‐Mata, E Jove, M Bayón‐Gutiérrez, P Novais, ... Expert Systems 41 (2), e13263, 2024 | 10 | 2024 |
| Functional prototype for intrusion detection system oriented to intelligent iot models J Aveleira-Mata, H Alaiz-Moreton Ambient Intelligence–Software and Applications–, 10th International …, 2020 | 10 | 2020 |
| IDS prototype for intrusion detection with machine learning models in IoT systems of the Industry 4.0 J Aveleira-Mata, A Luis Munoz-Castaneda, M Teresa Garcia-Ordas, ... Dyna 96 (3), 270-275, 2021 | 7 | 2021 |
| Determining the severity of Parkinson’s disease in patients using a multi task neural network MT García-Ordás, JA Benítez-Andrades, J Aveleira-Mata, JM Alija-Pérez, ... Multimedia Tools and Applications 83 (2), 6077-6092, 2024 | 5 | 2024 |
| Development of an intelligent classifier model for denial of service attack detection ÁM Grandío, JA Mata, EJ Pérez, HA Moretón, HQ Pardo, JLC Rolle IJIMAI 8 (3), 33-42, 2023 | 5 | 2023 |
| Bert model-based approach for detecting racism and xenophobia on twitter data JA Benitez-Andrades, Á González-Jiménez, Á López-Brea, C Benavides, ... Research Conference on Metadata and Semantics Research, 148-158, 2021 | 4 | 2021 |
| Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data M Bayón-Gutiérrez, JA Benítez-Andrades, S Rubio-Martín, ... International Conference on Hybrid Artificial Intelligence Systems, 419-430, 2022 | 3 | 2022 |
| Autoencoder latent space influence on IoT MQTT attack classification MT García-Ordás, J Aveleira-Mata, JL Casteleiro-Roca, JL Calvo-Rolle, ... International Conference on Intelligent Data Engineering and Automated …, 2020 | 3 | 2020 |
| Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach J Aveleira-Mata, E Jove, DYM del Blanco, MTG Ordás, F Zayas-Gato, ... 14th International Conference on Computational Intelligence in Security for …, 2022 | 2 | 2022 |
| Review and Replication of CoAP and MQTT Attacks for Dataset Generation HAM Jose Aveleira-Mata, Armando Ibán-Sánchez, María Teresa García-Ordás ... Ambient Intelligence and Smart Environments 28 (https://doi.org/10.3233 …, 2020 | 2* | 2020 |
| Prototipo de IDS para detección de intrusiones con modelos de machine learning en sistemas IoT de la Industria 4.0. J Aveleira-Mata, ÁL Muñoz-Castañeda, MT García-Ordás, ... DYNA-Ingeniería e Industria 96 (3), 2021 | 1 | 2021 |
| Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers E Jove, J Aveleira-Mata, H Alaiz-Moretón, JL Casteleiro-Roca, ... Sustainable Smart Cities and Territories International Conference, 249-260, 2021 | 1 | 2021 |
| Hybrid model to calculate the state of charge of a battery MTG Ordás, DYM Blanco, J Aveleira-Mata, F Zayas-Gato, E Jove, ... Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS …, 2021 | 1 | 2021 |
| TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection M Bayón-Gutiérrez, MT García-Ordás, H Alaiz Moretón, J Aveleira-Mata, ... Logic Journal of the IGPL, jzae048, 2024 | | 2024 |
| Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach MT Ordás, DYM del Blanco, J Aveleira-Mata, F Zayas-Gato, E Jove, ... Logic Journal of the IGPL, jzae021, 2024 | | 2024 |
| Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices Á Michelena, MT García Ordás, J Aveleira-Mata, DY Marcos del Blanco, ... Logic Journal of the IGPL 32 (2), 352-365, 2024 | | 2024 |
