TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection

Authors: Bayón-Gutiérrez, Martín, García-Ordás, María Teresa, Moretón, Héctor Alaiz, Aveleira-Mata, Jose, Martín, Sergio Rubio, Benítez-Andrades, José Alberto

Source: M Bay\'on-Guti\'errez, MT Garc\'ia-Ord\'as, H Alaiz Moret\'on, J Aveleira-Mata, S Rubio-Mart\'in, JA Ben\'itez-Andrades. TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection. Logic Journal of the IGPL. 2024

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.08429

Heart disease risk prediction using deep learning techniques with feature augmentation

Authors: García-Ordás, María Teresa, Bayón-Gutiérrez, Martín, Benavides, Carmen, Aveleira-Mata, Jose, Benítez-Andrades, José Alberto

Source: Multimedia Tools and Applications, Volume 82, pp. 31759 - 31773, August 2024

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.05495

Determining the severity of Parkinson's disease in patients using a multi task neural network

Authors: García-Ordás, María Teresa, Benítez-Andrades, José Alberto, Aveleira-Mata, Jose, Alija-Pérez, José-Manuel, Benavides, Carmen

Source: Multimedia Tools and Applications, Volume 83, pages 6077-6092, 2024

Subject Terms: Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2402.05491

Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol

Authors: Alaiz-Moreton, Hector, Aveleira-Mata, Jose, Ondicol-Garcia, Jorge, Muñoz-Castañeda, Angel Luis, García, Isaías, Benavides, Carmen

Source: Complexity (New York, N.Y.), 2019, Vol.2019, p.1-11

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security, I.2.0

Access URL: http://arxiv.org/abs/2402.03270

A cybersecurity review in IoT 5G networks

Authors: Narciandi-Rodriguez, Diego ^a, Aveleira-Mata, Jose ^{b, ⁎}, García-Ordás, María Teresa ^b, Alfonso-Cendón, Javier ^c, Benavides, Carmen ^b, Alaiz-Moretón, Héctor ^a

Source: In Internet of Things March 2025 30

One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP
18th Hybrid artificial intelligent systems International conference, HAIS

Authors: Michelena, Álvaro, Díaz-Longueira, Antonio, Timiraos, Míriam, Jove, Esteban, Aveleira-Mata, Jose, García-Rodiguez, Isaías, García-Ordás, María Teresa, Calvo-Rolle, José Luis, Alaiz-Moretón, Héctor

Source: Lecture notes in computer science. 14001:3-14

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608404398&indx=1&recIds=ETOCCN608404398

Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data
17th International conference on hybrid artificial intelligence systems, HAIS 2022

Authors: Bayón-Gutiérrez, Martín, Benítez-Andrades, José Alberto, Rubio-Martín, Sergio, Aveleira-Mata, Jose, Alaiz-Moretón, Héctor, García-Ordás, María Teresa

Source: Lecture notes in computer science. 13469:419-430

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608188710&indx=1&recIds=ETOCCN608188710

BERT Model-Based Approach for Detecting Racism and Xenophobia on Twitter Data
15th International conference on metadata and semantics research, MTSR

Authors: Benitez-Andrades, José Alberto, Jiménez, Álvaro González-, López-Brea, Álvaro, Benavides, Carmen, Aveleira-Mata, Jose, Alija-Pérez, José-Manuel, García-Ordás, María Teresa

Source: Communications in computer and information science. 1537:148-158

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607521953&indx=1&recIds=ETOCCN607521953

Autoencoder Latent Space Influence on IoT MQTT Attack Classification
Intelligent data enginnering and automated learning (21st international conference)

Authors: García-Ordás, María Teresa, Aveleira-Mata, Jose, Casteleiro-Roca, José-Luis, Calvo-Rolle, José Luis, Benavides-Cuellar, Carmen, Alaiz-Moretón, Héctor

Source: Lecture notes in computer science. 12490:279-286

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606491231&indx=1&recIds=ETOCCN606491231

Development of an Intelligent Classifier Model for Denial of Service Attack Detection.

Authors: Michelena, Álvaro¹, alvaro.michelena@udc.es, Aveleira-Mata, Jose², Jove, Esteban¹, Alaiz-Moretón, Héctor³, Quintián, Héctor¹, Calvo-Rolle, José Luis¹

Source: International Journal of Interactive Multimedia & Artificial Intelligence; Sep2023, Vol. 8 Issue 3, p33-42, 10p

Heart disease risk prediction using deep learning techniques with feature augmentation.

Authors: García-Ordás, María Teresa¹, Bayón-Gutiérrez, Martín¹, Benavides, Carmen², Aveleira-Mata, Jose¹, Benítez-Andrades, José Alberto², jbena@unileon.es

Source: Multimedia Tools & Applications; Aug2023, Vol. 82 Issue 20, p31759-31773, 15p

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Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol.

Authors: Alaiz-Moreton, Hector¹, Aveleira-Mata, Jose², Ondicol-Garcia, Jorge², Muñoz-Castañeda, Angel Luis², García, Isaías¹, Benavides, Carmen¹

Source: Complexity; 4/7/2019, p1-11, 11p

Intelligent One-Class Classifiers for the Development of an Intrusion Detection System: The MQTT Case Study.

Authors: Jove, Esteban, Aveleira-Mata, Jose, Alaiz-Moretón, Héctor, Casteleiro-Roca, José-Luis, Marcos del Blanco, David Yeregui, Zayas-Gato, Francisco, Quintián, Héctor, Calvo-Rolle, José Luis

Source: Electronics (2079-9292); Feb2022, Vol. 11 Issue 3, p422-N.PAG, 1p

Subject Terms: INTERNET of things, ALGORITHMS, TELEMETRY, INTERNET, SMART devices