Álvaro Michelena

45 papers Misc 2Journal 12Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
A new proposal to speed up one-class projectionist techniques.
Log. J. IGPL
Álvaro Michelena, Alejandro Vidal-Bralo, Jose Aveleira-Mata, Manuel G. Penedo, José Luís Calvo-Rolle, Esteban Jove
2026 J jnl
Intelligent observer for fault detection and data recovery for small wind turbine.
Log. J. IGPL
Antonio Díaz-Longueira, Marta-María Álvarez-Crespo, Álvaro Michelena, Míriam Timiraos, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2025 J jnl
A new deep learning-based approach for predicting the geothermal heat pump's thermal power of a real bioclimatic house.
Appl. Intell.
Francisco Zayas-Gato, Antonio Díaz-Longueira, Paula Arcano-Bea, Álvaro Michelena, José Luís Calvo-Rolle, Esteban Jove
2025 J jnl
A review and future trends of precision livestock over dairy and beef cow cattle with artificial intelligence.
Log. J. IGPL
Álvaro Michelena, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2025 — conf
Analyzing DoS Attacks on CoAP Networks Using Low-Dimensional Latent Representations.
HAIS (1)
Álvaro Michelena, Jose Aveleira-Mata, Marta-María Álvarez-Crespo, Emilio Lima Bullones, Agustín García-Fischer, Carmen Benavides, José Luís Calvo-Rolle
2025 — conf
Comparative Analysis of Cattle Behavior Across Intensive Dairy Farms Through Dimensional Reduction Techniques.
HAIS (1)
Manuel Rubiños, Álvaro Michelena, Agustín García-Fischer, Anabel Díaz-Labrador, Gonzalo Xoel Otero-González, José Luís Casteleiro-Roca
2025 J jnl
Comparative analysis of unsupervised anomaly detection techniques for heat detection in dairy cattle.
Neurocomputing
Álvaro Michelena, Antonio Díaz-Longueira, Paulo Novais, Dragan Simic, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2025 J jnl
Novel adaptive approach for anomaly detection in nonlinear and time-varying industrial systems.
Log. J. IGPL
Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2025 — conf
Power Prediction System for Photovoltaic Panels Using Time Series Neural Networks.
IWANN (2)
Noel Freire-Mahía, Álvaro Michelena, Antonio Díaz-Longueira, Héctor Quintián, Esteban Jove
2024 — conf
A Comparative Analysis of Algorithms and Metrics to Perform Clustering.
DCAI (4)
Manuel Rubiños, Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, María Teresa García-Ordás, Héctor Alaiz-Moretón
2024 — conf
A Hybrid Intelligence Model Forecasts the SOC of Electric Vehicle's Battery.
SOCO (2)
Manuel Rubiños, Paula Arcano-Bea, Míriam Timiraos, Álvaro Michelena, Rafael Vega Vega, José Manuel Andújar, José Luís Casteleiro-Roca
2024 — conf
A Hybrid Intelligence Model Forecasts the Temperature of a Battery Used in Electric Vehicles.
DCAI (4)
Manuel Rubiños, Paula Arcano-Bea, Antonio Díaz-Longueira, Álvaro Michelena, Rafael Vega Vega, José Luís Casteleiro-Roca, José Manuel Andújar
2024 J jnl
A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport.
Expert Syst. J. Knowl. Eng.
Álvaro Michelena, José Aveleira-Mata, Esteban Jove, Martín Bayón-Gutiérrez, Paulo Novais, Oscar Fontenla-Romero, José Luís Calvo-Rolle, Héctor Alaiz-Moretón
2024 J jnl
Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices.
Log. J. IGPL
Álvaro Michelena, María Teresa García-Ordás, José Aveleira-Mata, David Yeregui Marcos del Blanco, Míriam Timiraos Díaz, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
2024 — conf
Characterization of Cattle Behavior Based on Dimensional Reduction Techniques.
SOCO (1)
Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2024 — conf
Characterization of Water Consumers in Urban Areas Based on Data Visualization Techniques.
HAIS (2)
Manuel Rubiños, Paula Arcano-Bea, Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato
2024 — conf
Dimensional Reduction Techniques for the Characterization of Behavioral Patterns in Dairy Cows.
DCAI (4)
Álvaro Michelena, Antonio Díaz-Longueira, Paula Arcano-Bea, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2024 — conf
DoS Attack Detection and Identification over Zigbee Environments Using Supervised Classification Algorithms.
ISAmI
Lawrence Nforh Chesuh, Álvaro Michelena, Jose Aveleira-Mata, María Teresa García-Ordás, Francisco Zayas-Gato, Esteban Jove, Héctor Alaiz-Moretón
2024 — conf
Identification and Behavior Pattern Recognition of Cows in Intensive and Extensive Farms Using Intelligent Collars and Dimensional Reduction Techniques.
HAIS (2)
Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2024 — conf
Missing Meteorological Data Imputation for Mini Eolic Electrical Power Prediction.
HAIS (2)
María Teresa García-Ordás, Antonio Díaz-Longueira, Álvaro Michelena, Esteban Jove, Martín Bayón-Gutiérrez, Héctor Alaiz-Moretón
2024 — conf
Potable Water Quality Assessment Through an Intelligent Classification Model.
ISAmI
Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, José Luís Calvo-Rolle
2024 — conf
Wind Speed Virtual Sensor for Small Wind Turbine.
DCAI (4)
Antonio Díaz-Longueira, Paula Arcano-Bea, Míriam Timiraos, Álvaro Michelena, Francisco Javier de Cos Juez, José Luís Calvo-Rolle
2023 J jnl
A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation Parameters.
Sensors
Álvaro Michelena, Víctor López, Francisco Lamas López, Elena Arce, José Mendoza García, Andrés Suárez-García, Guillermo García Espinosa, José Luís Calvo-Rolle, Héctor Quintián
2023 — conf
A Novel Method for Failure Detection Based on Real-Time Systems Identification.
CISIS-ICEUTE
Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2023 J jnl
A novel method for anomaly detection using beta Hebbian learning and principal component analysis.
Log. J. IGPL
Francisco Zayas-Gato, Álvaro Michelena, Héctor Quintián, Esteban Jove, José Luís Casteleiro-Roca, Paulo Leitão, José Luís Calvo-Rolle
2023 — conf
Categorization of CoAP DoS Attack Based on One-Class Boundary Methods.
SOCO (1)
Míriam Timiraos, Álvaro Michelena, Antonio Díaz-Longueira, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, Martín Bayón-Gutiérrez, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
2023 Misc conf
Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries.
HAIS
Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón, José Luís Calvo-Rolle, María Teresa García-Ordás
2023 — conf
Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters.
DCAI (3)
Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Roberto Casado-Vara, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2023 — conf
Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine.
SOCO (1)
Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Dragan Simic, José Luís Calvo-Rolle
2023 — conf
Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction.
DCAI (3)
Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2023 — conf
Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction.
SOCO (1)
Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2023 J jnl
Development of an Intelligent Classifier Model for Denial of Service Attack Detection.
Int. J. Interact. Multim. Artif. Intell.
Álvaro Michelena, Jose Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle
2023 — ed.
Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference
DCAI (3)
Esteban Jove, Francisco Zayas-Gato, Álvaro Michelena, José Luís Calvo-Rolle
2023 — conf
Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol.
DCAI (3)
Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Javier de Cos Juez, Héctor Alaiz-Moretón, Dragan Simic, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2023 — conf
Machine Learning Based System for Detecting Battery State-of-Health.
SOCO (1)
Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Natalia Prieto-Fernández, Héctor Alaiz-Moretón, José Luís Calvo-Rolle, María Teresa García-Ordás
2023 Misc conf
One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP.
HAIS
Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, María Teresa García-Ordás, José Luís Calvo-Rolle, Héctor Alaiz-Moretón
2023 — conf
System Identification and Emulation of a Physical Level Control Plant Using a Low Cost Embedded System.
CISIS-ICEUTE
Daniel Méndez-Busto, Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Esteban Jove, Elena Arce, Héctor Quintián
2022 — conf
3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology.
CISIS-ICEUTE
Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce, José Luís Calvo-Rolle
2022 J jnl
A distributed topology for identifying anomalies in an industrial environment.
Neural Comput. Appl.
Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
2022 — conf
An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids.
CISIS-ICEUTE
Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2022 — conf
Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques.
DCAI (2)
Álvaro Michelena, José Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle
2022 — conf
Dimensionality-Reduction Methods for the Analysis of Web Traffic.
CISIS-ICEUTE
Nuño Basurto, Álvaro Michelena, Daniel Urda, Héctor Quintián, José Luís Calvo-Rolle, Álvaro Herrero
2021 — conf
Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach.
CISIS-ICEUTE
José Aveleira-Mata, Esteban Jove, David Yeregui Marcos del Blanco, María Teresa García-Ordás, Francisco Zayas-Gato, Álvaro Michelena, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
2021 — conf
Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory Practices.
CISIS-ICEUTE
Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle
2021 — conf
Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory Lessons.
CISIS-ICEUTE
Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce-Fariña, José Luís Calvo-Rolle