Oscar Fontenla-Romero

Full Professor, Universidad de La Coruña

Joined February 2026

Names

Oscar Fontenla-Romero (Preferred)

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Emails

****@udc.es (Confirmed)

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Personal Links

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Career & Education History

Full Professor

Universidad de La Coruña (udc.es)

2021 – Present

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Advisors, Relations & Conflicts

Coauthor

Amparo Alonso-Betanzos

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Coauthor

Bertha Guijarro-Berdiñas

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PhD Advisee

Alejandro Dopico-Castro

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Coauthor

Deniz Erdogmus

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Coauthor

Brais Cancela

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Expertise

machine learning

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artificial intelligence

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deep learning

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Publications

Intelligent observer for fault detection and data recovery for small wind turbine
Antonio Díaz-Longueira, Marta-María Álvarez-Crespo, Álvaro Michelena, Míriam Timiraos, Oscar Fontenla-Romero, José Luís Calvo-Rolle
- Log. J. IGPL 2026
- Readers: Everyone
Efficient Single-Step Framework for Incremental Class Learning in Neural Networks
Alejandro Dopico-Castro, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
- CoRR 2025
- Readers: Everyone
Comparative analysis of unsupervised anomaly detection techniques for heat detection in dairy cattle
Álvaro Michelena, Antonio Díaz-Longueira, Paulo Novais, Dragan Simic, Oscar Fontenla-Romero, José Luís Calvo-Rolle
- Neurocomputing 2025
- Readers: Everyone
A review and future trends of precision livestock over dairy and beef cow cattle with artificial intelligence
Álvaro Michelena, Oscar Fontenla-Romero, José Luís Calvo-Rolle
- Log. J. IGPL 2025
- Readers: Everyone
Efficient and Secure Federated Learning with Ensemble of One-Layer Neural Networks
Abel Pampín-Rodríguez, Oscar Fontenla-Romero, Elena Hernández-Pereira, Bertha Guijarro-Berdiñas
- IJCNN 2025
- Readers: Everyone
A Hybrid Modelling Approach for Forecasting the Acquired Electrical Power from Photovoltaic Panels
Anabel Díaz-Labrador, Ángel Delgado, Héctor J. Pérez-Iglesias, Oscar Fontenla-Romero, José Luís Calvo-Rolle
- HAIS (2) 2025
- Readers: Everyone
Study on the Impact of Low-Cost Sensor Alternatives for Photovoltaic Panel Modelling in Smart Grid Applications
Anabel Díaz-Labrador, Ángel Delgado, Héctor J. Pérez-Iglesias, Oscar Fontenla-Romero, José Luís Calvo-Rolle
- IWANN (2) 2025
- Readers: Everyone
Predicting the State of Health of Supercapacitors Using a Federated Learning Model with Homomorphic Encryption
Víctor López, Oscar Fontenla-Romero, Elena Hernández-Pereira, Bertha Guijarro-Berdiñas, Carlos Blanco-Seijo, Samuel Fernández-Paz
- ICAART (3) 2025
- Readers: Everyone
A New Approach to Detecting Occupational Diseases Using Time Series
Antonio Díaz-Longueira, Noel Freire-Mahía, Oscar Fontenla-Romero, José Luís Calvo-Rolle
- IWANN (2) 2025
- Readers: Everyone
ProgTutor: A Robotic-Based Framework to Support Teaching and Learning of Programming Fundamentals
Javier Ortega-Morla, Antonio Leis, Alma Mallo, Laura Morán-Fernández, Sara Guerreiro-Santalla, Alejandro Paz-Lopez, Beatriz Pérez-Sánchez, Noelia Sánchez-Maroño, Alejandro Rodríguez-Arias, Oscar Fontenla-Romero, Francisco Bellas
- IEEE Trans. Learn. Technol. 2025
- Readers: Everyone

View all 123 publications

Co-Authors

Abel Pampín-Rodríguez
Adina Dumitru
Alejandro Dopico-Castro
Alejandro Paz-Lopez
Alejandro Rodríguez-Arias
Alma Mallo
Amparo Alonso-Betanzos
Ana del Rocío Fraga-Iglesias
Anabel Díaz-Labrador
Antonio Díaz-Longueira
Antonio J. Conejo
Antonio Leis
Beatriz Pérez-Sánchez
Bertha Guijarro-Berdiñas
Brais Cancela-Barizo
C. Brinquis-Núñez
Carlos Blanco-Seijo
Cristina Paz-Andrade
David Martínez-Rego
David Novoa-Paradela
Deniz Erdogmus
Diego Fernández-Francos
Diego Orellana-Cañás
Diego Peteiro-Barral
Diego Rego-Fernández

View all 90 co-authors