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Jose Aveleira-Mata
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2020 – today
- 2024
- [j8]Álvaro Michelena
, José Aveleira-Mata
A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport. Expert Syst. J. Knowl. Eng. 41(2) (2024) - [j7]Álvaro Michelena
Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices. Log. J. IGPL 32(2): 352-365 (2024) - [j6]María Teresa García-Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle, Héctor Alaiz-Moretón:
Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach. Log. J. IGPL 32(4): 712-728 (2024) - [j5]María Teresa García-Ordás, José Alberto Benítez-Andrades
Determining the severity of Parkinson's disease in patients using a multi task neural network. Multim. Tools Appl. 83(2): 6077-6092 (2024) - [i4]Héctor Alaiz-Moretón, Jose Aveleira-Mata, Jorge Ondicol-Garcia, Ángel Luis Muñoz Castañeda, Isaías García, Carmen Benavides:
Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol. CoRR abs/2402.03270 (2024) - [i3]María Teresa García-Ordás, José Alberto Benítez-Andrades, Jose Aveleira-Mata, José-Manuel Alija-Pérez, Carmen Benavides:
Determining the severity of Parkinson's disease in patients using a multi task neural network. CoRR abs/2402.05491 (2024) - [i2]María Teresa García-Ordás, Martín Bayón-Gutiérrez, Carmen Benavides, Jose Aveleira-Mata, José Alberto Benítez-Andrades:
Heart disease risk prediction using deep learning techniques with feature augmentation. CoRR abs/2402.05495 (2024) - [i1]Martín Bayón-Gutiérrez, María Teresa García-Ordás, Héctor Alaiz-Moretón, Jose Aveleira-Mata, Sergio Rubio-Martín, José Alberto Benítez-Andrades:
TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection. CoRR abs/2405.08429 (2024) - 2023
- [j4]Álvaro Michelena
Development of an Intelligent Classifier Model for Denial of Service Attack Detection. Int. J. Interact. Multim. Artif. Intell. 8(3): 33 (2023) - [j3]María Teresa García-Ordás, Martín Bayón-Gutiérrez
Heart disease risk prediction using deep learning techniques with feature augmentation. Multim. Tools Appl. 82(20): 31759-31773 (2023) - [c13]María Teresa García-Ordás, Jose Aveleira-Mata, Isaías García-Rodríguez, Antonio Javier Díaz-Longueira
Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization. DCAI (3) 2023: 31-41 - [c12]Álvaro Michelena
One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP. HAIS 2023: 3-14 - [c11]Míriam Timiraos
Categorization of CoAP DoS Attack Based on One-Class Boundary Methods. SOCO (1) 2023: 112-121 - 2022
- [j2]José Alberto Benítez-Andrades
Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT. PeerJ Comput. Sci. 8: e906 (2022) - [c10]Álvaro Michelena
Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques. DCAI (2) 2022: 59-68 - [c9]Martín Bayón-Gutiérrez
Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data. HAIS 2022: 419-430 - 2021
- [c8]Álvaro Michelena Grandío
Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices. CISIS-ICEUTE 2021: 23-32 - [c7]José Aveleira-Mata, Esteban Jove
Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach. CISIS-ICEUTE 2021: 84-93 - [c6]María Teresa García-Ordás, David Yeregui Marcos del Blanco
Hybrid Model to Calculate the State of Charge of a Battery. HAIS 2021: 379-390 - [c5]José Alberto Benítez-Andrades
BERT Model-Based Approach for Detecting Racism and Xenophobia on Twitter Data. MTSR 2021: 148-158 - [c4]Esteban Jove
Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers. SSCT 2021: 249-260 - 2020
- [c3]María Teresa García-Ordás
Autoencoder Latent Space Influence on IoT MQTT Attack Classification. IDEAL (2) 2020: 279-286 - [c2]Jose Aveleira-Mata, Armando Ibán-Sánchez, María Teresa García-Ordás, Isaías García-Rodríguez, Héctor Alaiz-Moretón
Review and Replication of CoAP and MQTT Attacks for Dataset Generation. Intelligent Environments (Workshops) 2020: 207-216
2010 – 2019
- 2019
- [j1]Héctor Alaiz-Moretón
Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol. Complex. 2019: 6516253:1-6516253:11 (2019) - [c1]Jose Aveleira-Mata
Functional Prototype for Intrusion Detection System Oriented to Intelligent IoT Models. ISAmI 2019: 179-186
Coauthor Index
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