José-Luis
Casteleiro-Roca
Publicacions en què col·labora amb José-Luis Casteleiro-Roca (129)
2024
-
Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices
Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 352-365
-
Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach
Logic Journal of the IGPL, Vol. 32, Núm. 4, pp. 712-728
2023
-
3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology
Lecture Notes in Networks and Systems
-
A novel method for anomaly detection using beta Hebbian learning and principal component analysis
Logic Journal of the IGPL, Vol. 31, Núm. 2, pp. 390-399
-
An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids
Lecture Notes in Networks and Systems
-
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System
Cybernetics and Systems, Vol. 54, Núm. 3, pp. 286-305
-
Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine
Lecture Notes in Networks and Systems
-
Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction
Lecture Notes in Networks and Systems
-
Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching Operation
Lecture Notes in Networks and Systems
-
Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks
Lecture Notes in Networks and Systems
-
Intelligent model for active power prediction of a small wind turbine
Logic Journal of the IGPL, Vol. 31, Núm. 4, pp. 785-803
2022
-
A Novel Proposal for Estimating PID Parameters Based on Centroids
Lecture Notes in Electrical Engineering
-
A One-class Classifier Based on a Hybrid Topology to Detect Faults in Power Cells
Logic Journal of the IGPL, Vol. 30, Núm. 4, pp. 679-694
-
A distributed topology for identifying anomalies in an industrial environment
Neural Computing and Applications, Vol. 34, Núm. 23, pp. 20463-20476
-
A hybrid intelligent model to predict the hydrogen concentration in the producer gas from a downdraft gasifier
International Journal of Hydrogen Energy, Vol. 47, Núm. 48, pp. 20755-20770
-
A hybrid one-class approach for detecting anomalies in industrial systems
Expert Systems, Vol. 39, Núm. 9
-
Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning
Logic Journal of the IGPL, Vol. 30, Núm. 6, pp. 1056-1073
-
Creación de laboratorios virtuales para asignaturas de control con Factory I/O® y Simulink®
Servizo de Publicacións
-
Experiencia blended learning apoyada en un laboratorio virtual para educación de materias STEM
Bordón: Revista de pedagogía, Vol. 74, Núm. 4, pp. 125-143
-
Hybrid Intelligent Model for Classification of the Boost Converter Switching Operation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)