Héctor Alaiz-Moretón

Orcid: 0000-0001-6572-1261

According to our database1, Héctor Alaiz-Moretón authored at least 67 papers between 2008 and 2023.

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

Timeline

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Bibliography

2023
Multispecies bird sound recognition using a fully convolutional neural network.
Appl. Intell., October, 2023

Imputation of missing measurements in PV production data within constrained environments.
Expert Syst. Appl., May, 2023

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

Survival and grade of the glioma prediction using transfer learning.
PeerJ Comput. Sci., 2023

Development of an Intelligent Classifier Model for Denial of Service Attack Detection.
Int. J. Interact. Multim. Artif. Intell., 2023

A Granularity Invariant Method for the Classification of Energy Production Time Series in Photovoltaic Plants.
IEEE Access, 2023

Categorization of CoAP DoS Attack Based on One-Class Boundary Methods.
Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Machine Learning Based System for Detecting Battery State-of-Health.
Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction.
Proceedings of the Distributed Computing and Artificial Intelligence, Special Sessions II, 2023

Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol.
Proceedings of the Distributed Computing and Artificial Intelligence, Special Sessions II, 2023

Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization.
Proceedings of the Distributed Computing and Artificial Intelligence, Special Sessions II, 2023

2022
A Framework for the Optimization of Complex Cyber-Physical Systems via Directed Acyclic Graph.
Sensors, 2022

Introduction to the Proceedings of CCSCS'2022.
Proceedings of the Workshops at 18th International Conference on Intelligent Environments (IE2022), 2022

Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques.
Proceedings of the Distributed Computing and Artificial Intelligence, 2022

2021
Enriched multi-agent middleware for building rule-based distributed security solutions for IoT environments.
J. Supercomput., 2021

E-Voting System Evaluation Based on The Council of Europe Recommendations: Helios Voting.
IEEE Trans. Emerg. Top. Comput., 2021

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

Diabetes detection using deep learning techniques with oversampling and feature augmentation.
Comput. Methods Programs Biomed., 2021

Middleware-based multi-agent development environment for building and testing distributed intelligent systems.
Clust. Comput., 2021

Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network.
Biomed. Signal Process. Control., 2021

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

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

BERT Model-Based Approach For Detecting Categories of Tweets in the Field of Eating Disorders (ED).
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020
Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data.
Sensors, 2020

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

An ontology-based multi-domain model in social network analysis: Experimental validation and case study.
Inf. Sci., 2020

Long Short-Term Memory Networks for Traffic Flow Forecasting: Exploring Input Variables, Time Frames and Multi-Step Approaches.
Informatica, 2020

Robust weighted regression via PAELLA sample weights.
Neurocomputing, 2020

Non-removal strategy for outliers in predictive models: The PAELLA algorithm case.
Log. J. IGPL, 2020

Social network analysis for personalized characterization and risk assessment of alcohol use disorders in adolescents using semantic technologies.
Future Gener. Comput. Syst., 2020

Analyzing IoT-Based Botnet Malware Activity with Distributed Low Interaction Honeypots.
Proceedings of the Trends and Innovations in Information Systems and Technologies, 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

Introduction to CCSCS'20.
Proceedings of the Intelligent Environments 2020, 2020

Review and Replication of CoAP and MQTT Attacks for Dataset Generation.
Proceedings of the Intelligent Environments 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

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

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

E-Voting System Evaluation Based on the Council of Europe Recommendations: nVotes.
Proceedings of the Electronic Voting - 5th International Joint Conference, 2020

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

Ground-level ozone predictions using outlier identification leveraged sample weighted regressors.
J. Exp. Theor. Artif. Intell., 2019

Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol.
Complex., 2019

Traffic Flow Forecasting on Data-Scarce Environments Using ARIMA and LSTM Networks.
Proceedings of the New Knowledge in Information Systems and Technologies, 2019

A FIPA-Compliant Framework for Integrating Rule Engines into Software Agents for Supporting Communication and Collaboration in a Multiagent Platform.
Proceedings of the New Knowledge in Information Systems and Technologies, 2019

Functional Prototype for Intrusion Detection System Oriented to Intelligent IoT Models.
Proceedings of the Ambient Intelligence, 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

2018
An ontology-based approach to knowledge representation for Computer-Aided Control System Design.
Data Knowl. Eng., 2018

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

2017
Coupling the PAELLA Algorithm to Predictive Models.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

PAELLA as a Booster in Weighted Regression.
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

Data Mining Techniques for the Estimation of Variables in Health-Related Noisy Data.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Techniques and Utilities to Improve the Design, Development and Debugging of Multiagent Applications with Agile Principles.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

2016
Machine learning insights on the learning process.
Proceedings of the Fourth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, November 02, 2016

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

2013
Distributed Knowledge-Based Computer-Aided Control Education Environment.
Proceedings of the 10th IFAC Symposium on Advances in Control Education, 2013

2011
Technical Audit of an Electronic Polling Station: A Case Study.
Int. J. E Serv. Mob. Appl., 2011

2010
An Ontology-Based Expert System and Interactive Tool for Computer-Aided Control Engineering Education.
Proceedings of the Trends in Applied Intelligent Systems, 2010

2009
Development of a Conceptual Model for a Knowledge-Based System for the Design of Closed-Loop PID Controllers.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Knowledge Based Expert System for PID Controller Tuning under Hazardous Operating Conditions.
Proceedings of the Computational Intelligence in Security for Information Systems, 2009

2008
Ontologies as knowledge representation structures for CACSD software.
Proceedings of the IEEE International Conference on Computer-Aided Control Systems, 2008


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