Intelligent one-class classifiers for the development of an intrusion detection system: the mqtt case study

E Jove, J Aveleira-Mata, H Alaiz-Moretón… - Electronics, 2022 - mdpi.com
The ever-increasing number of smart devices connected to the internet poses an
unprecedented security challenge. This article presents the implementation of an Intrusion …

Hybrid intelligent model to predict the remifentanil infusion rate in patients under general anesthesia

E Jove, JM Gonzalez-Cava… - Logic Journal of the …, 2021 - academic.oup.com
Automatic control of physiological variables is one of the most active areas in biomedical
engineering. This paper is centered in the prediction of the analgesic variables evolution in …

[HTML][HTML] A hybrid intelligent model to predict the hydrogen concentration in the producer gas from a downdraft gasifier

R Aguado, JL Casteleiro-Roca, D Vera… - International Journal of …, 2022 - Elsevier
This research work presents an artificial intelligence approach to predicting the hydrogen
concentration in the producer gas from biomass gasification. An experimental gasification …

A novel method for anomaly detection using beta Hebbian learning and principal component analysis

F Zayas-Gato, Á Michelena, H Quintián… - Logic Journal of the …, 2023 - academic.oup.com
In this research work a novel two-step system for anomaly detection is presented and tested
over several real datasets. In the first step the novel Exploratory Projection Pursuit, Beta …

Intelligent model for active power prediction of a small wind turbine

F Zayas-Gato, E Jove, JL Casteleiro-Roca… - Logic Journal of the …, 2023 - academic.oup.com
In this study, a hybrid model based on intelligent techniques is developed to predict the
active power generated in a bioclimatic house by a low power wind turbine. Contrary to …

A one-class classifier based on a hybrid topology to detect faults in power cells

E Jove, JL Casteleiro-Roca, H Quintián… - Logic Journal of the …, 2022 - academic.oup.com
The use of batteries became essential in our daily life in electronic devices, electric vehicles
and energy storage systems in general terms. As they play a key role in many devices, their …

Unlocking the potential: A review of artificial intelligence applications in wind energy

S Dörterler, S Arslan, D Özdemir - Expert Systems, 2024 - Wiley Online Library
This paper presents a comprehensive review of the most recent papers and research trends
in the fields of wind energy and artificial intelligence. Our study aims to guide future research …

Comparative study of one-class based anomaly detection techniques for a bicomponent mixing machine monitoring

E Jove, JL Casteleiro-Roca, R Casado-Vara… - Cybernetics and …, 2020 - Taylor & Francis
One critical point to improve the economic and technical results of every industrial process
lies on the fact of achieving a good optimization, and applying a smart maintenance plan. In …

Iterative fuzzy modeling of hydrogen fuel cells by the extended Kalman filter

AJ Barragán, JM Enrique, F Segura, JM Andujar - IEEE Access, 2020 - ieeexplore.ieee.org
Hydrogen economy is one of the recently opened alternatives in the field of non-polluting
energy. Hydrogen fuel cells show high performance, high reliability in stationary applications …

One-class-based intelligent classifier for detecting anomalous situations during the anesthetic process

A Leira, E Jove, JM Gonzalez-Cava… - Logic Journal of the …, 2022 - academic.oup.com
Closed-loop administration of propofol for the control of hypnosis in anesthesia has
evidenced an outperformance when comparing it with manual administration in terms of …