José Luís Casteleiro-Roca

Orcid: 0000-0001-9740-6477

According to our database1, José Luís Casteleiro-Roca authored at least 84 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Intelligent model for active power prediction of a small wind turbine.
Log. J. IGPL, July, 2023

Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System.
Cybern. Syst., April, 2023

A novel method for anomaly detection using beta Hebbian learning and principal component analysis.
Log. J. IGPL, March, 2023

Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction.
Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine.
Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Daily Accumulative Photovoltaic Energy Prediction Using Hybrid Intelligent Model.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022
A distributed topology for identifying anomalies in an industrial environment.
Neural Comput. Appl., 2022

Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning.
Log. J. IGPL, 2022

One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic Process.
Log. J. IGPL, 2022

A One-class Classifier Based on a Hybrid Topology to Detect Faults in Power Cells.
Log. J. IGPL, 2022

A hybrid one-class approach for detecting anomalies in industrial systems.
Expert Syst. J. Knowl. Eng., 2022

Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching Operation.
Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Hybrid Intelligent Model for Classification of the Boost Converter Switching Operation.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks.
Proceedings of the Distributed Computing and Artificial Intelligence, 2022

3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology.
Proceedings of the International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022), 2022

An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids.
Proceedings of the International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022), 2022

2021
A new method for anomaly detection based on non-convex boundaries with random two-dimensional projections.
Inf. Fusion, 2021

An intelligent system for harmonic distortions detection in wind generator power electronic devices.
Neurocomputing, 2021

A hybrid intelligent classifier for anomaly detection.
Neurocomputing, 2021

Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General Anesthesia.
Log. J. IGPL, 2021

Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers.
Proceedings of the Sustainable Smart Cities and Territories, 2021

Intelligent System for Switching Modes Detection and Classification of a Half-Bridge Buck Converter.
Proceedings of the Sustainable Smart Cities and Territories, 2021

Dimensional Reduction on an Intelligent Model for Efficiency Improvement of Switching Modes Detection.
Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Hybrid Model to Calculate the State of Charge of a Battery.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Hybrid Intelligent Model for Switching Modes Classification in a Half-Bridge Buck Converter.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory Lessons.
Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory Practices.
Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

Longitudinal Study of Grades for the Industrial Electronics and Automation Engineering Degree Programme.
Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices.
Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach.
Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

2020
Hybrid model for the ANI index prediction using Remifentanil drug and EMG signal.
Neural Comput. Appl., 2020

Electromyogram prediction during anesthesia by using a hybrid intelligent model.
J. Ambient Intell. Humaniz. Comput., 2020

Anomaly detection based on one-class intelligent techniques over a control level plant.
Log. J. IGPL, 2020

Missing data imputation over academic records of electrical engineering students.
Log. J. IGPL, 2020

Comparative Study of Imputation Algorithms Applied to the Prediction of Student Performance.
Log. J. IGPL, 2020

Lithium iron phosphate power cell fault detection system based on hybrid intelligent system.
Log. J. IGPL, 2020

Comparative Study of One-Class Based Anomaly Detection Techniques for a Bicomponent Mixing Machine Monitoring.
Cybern. Syst., 2020

Comparative Analysis of Clustering Techniques for a Hybrid Model Implementation.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

A Fault Detection System for Power Cells During Capacity Confirmation Test Through a Global One-Class Classifier.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Autoencoder Latent Space Influence on IoT MQTT Attack Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security Purposes.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Data Collection Description for Evaluation and Analysis of Engineering Students Academic Performance.
Proceedings of the 11th International Conference on EUropean Transnational Educational, 2020

Comparative of Clustering Techniques for Academic Advice and Performance Measurement.
Proceedings of the 11th International Conference on EUropean Transnational Educational, 2020

A Hybrid One-Class Topology for Non-convex Sets.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

Clustering Techniques Performance Analysis for a Solar Thermal Collector Hybrid Model Implementation.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

Beta-Hebbian Learning for Visualizing Intrusions in Flows.
Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

Hybrid Approximate Convex Hull One-Class Classifier for an Industrial Plant.
Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

A Comparative Study to Detect Flowmeter Deviations Using One-Class Classifiers.
Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

2019
Short-Term Energy Demand Forecast in Hotels Using Hybrid Intelligent Modeling.
Sensors, 2019

A Fault Detection System for a Geothermal Heat Exchanger Sensor Based on Intelligent Techniques.
Sensors, 2019

Intelligent Model for Electromyogram (EMG) Signal Prediction During Anesthesia.
J. Multiple Valued Log. Soft Comput., 2019

Virtual Sensor for Fault Detection, Isolation and Data Recovery for Bicomponent Mixing Machine Monitoring.
Informatica, 2019

Modelling the hypnotic patient response in general anaesthesia using intelligent models.
Log. J. IGPL, 2019

A fault detection system based on unsupervised techniques for industrial control loops.
Expert Syst. J. Knowl. Eng., 2019

Fuel Cell Output Current Prediction with a Hybrid Intelligent System.
Complex., 2019

Outlier Generation and Anomaly Detection Based on Intelligent One-Class Techniques over a Bicomponent Mixing System.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Prediction of Student Performance Through an Intelligent Hybrid Model.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

A Global Classifier Implementation for Detecting Anomalies by Using One-Class Techniques over a Laboratory Plant.
Proceedings of the Distributed Computing and Artificial Intelligence, 2019

Anomaly Detection on Patients Undergoing General Anesthesia.
Proceedings of the International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019

2018
A Novel Fuzzy Algorithm to Introduce New Variables in the Drug Supply Decision-Making Process in Medicine.
Complex., 2018

A New Approach for System Malfunctioning over an Industrial System Control Loop Based on Unsupervised Techniques.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

Remifentanil Dose Prediction for Patients During General Anesthesia.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Prediction of the Energy Demand of a Hotel Using an Artificial Intelligence-Based Model.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Sensor Fault Detection and Recovery Methodology for a Geothermal Heat Exchanger.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017
Hybrid Intelligent System to Perform Fault Detection on BIS Sensor During Surgeries.
Sensors, 2017

Power Cell SOC Modelling for Intelligent Virtual Sensor Implementation.
J. Sensors, 2017

An Intelligent Model to Predict ANI in Patients Undergoing General Anesthesia.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Attempts Prediction by Missing Data Imputation in Engineering Degree.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

PID-ITS: An Intelligent Tutoring System for PID Tuning Learning Process.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

A Machine Learning Based System for Analgesic Drug Delivery.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Bioclimatic House Heat Exchanger Behavior Prediction with Time Series Modeling.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

2016
An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger.
J. Appl. Log., 2016

An Intelligent Model for Bispectral Index (BIS) in Patients Undergoing General Anesthesia.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Hybrid Intelligent Model for Fault Detection of a Lithium Iron Phosphate Power Cell Used in Electric Vehicles.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Student Performance Prediction Applying Missing Data Imputation in Electrical Engineering Studies Degree.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2015
Bio-inspired model of ground temperature behavior on the horizontal geothermal exchanger of an installation based on a heat pump.
Neurocomputing, 2015

Modeling the Electromyogram (EMG) of Patients Undergoing Anesthesia During Surgery.
Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

A New Way to Improve Subject Selection in Engineering Degree Studies.
Proceedings of the International Joint Conference, 2015

2014
Modeling of Bicomponent Mixing System Used in the Manufacture of Wind Generator Blades.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Hybrid Intelligent Model to Predict the SOC of a LFP Power Cell Type.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013
A hybrid intelligent system for PID controller using in a steel rolling process.
Expert Syst. Appl., 2013

Intelligent Model for Fault Detection on Geothermal Exchanger of a Heat Pump.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Intelligent Model to Obtain Initial and Final Conduction Angle of a Diode in a Half Wave Rectifier with a Capacitor Filter.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013


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