| Department | Computer Science and Information Technologies |
| Knowledgment area | Computational Science and Artificial Intelligence |
| Research | Research group Laboratorio de Investigación y Desarrollo en Inteligencia Artificial |
| Research lines | Inteligencia Artificial (IA), Aprendizaje Automático Explicable (xAI), IA Verde, IA Responsable, Sistemas de Recomendación, Datos Diádicos |
| Contacto | UDC directory |
| Orcid id0000-0002-7869-1070 Scopus57993382000 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Information Systems in Industrial Environments
Master's Degree in Industrial Computing and Robotics
(Elective)
|
Elective | 0 | 21 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
(Final Year Dissertation)
|
Final Year Dissertation | 0 | 4 |
|
Final Year Dissertation
Degree in Data Science and Engineering
(Final Year Dissertation)
|
Final Year Dissertation | 0 | 4 |
|
Intelligent Systems
Master's in Computer Engineering
(ENG/Complementos de Formación)
|
ENG/Complementos de Formación | 0 | 0 |
|
Computer Science
Automation and Industrial Electronics Engineering
(Basic Training)
Degree in Electrical Engineering
(Basic Training)
Automation and Industrial Electronics Engineering
(Basic Training)
|
Basic Training | 0 | 45 |
|
Intelligent Systems
Degree in Computer Engineering
(Compulsory)
|
Compulsory | 0 | 71 |
|
Advanced Models of Machine Learning II
Degree in Artificial Intelligence
(Elective)
|
Elective | 0 | 25 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Information Systems in Industrial Environments
Master's Degree in Industrial Computing and Robotics
(Elective)
|
Elective | 0 | 21 |
|
Intelligent Systems
Master's in Computer Engineering
(ENG/Complementos de Formación)
|
ENG/Complementos de Formación | 0 | 0 |
|
Computer Science
Automation and Industrial Electronics Engineering
(Basic Training)
Degree in Electrical Engineering
(Basic Training)
|
Basic Training | 0 | 30 |
|
Computer Science
Open Degree in Industrial Engineering
(Basic Training)
|
Basic Training | 0 | 0 |
|
Fundamentals of Programming II
Degree in Data Science and Engineering
(Basic Training)
|
Basic Training | 0 | 23 |
|
Software Design
Degree in Computer Engineering
(Compulsory)
|
Compulsory | 0 | 40 |
|
Intelligent Systems
Degree in Computer Engineering
(Compulsory)
|
Compulsory | 0 | 61 |
|
Advanced Models of Machine Learning II
Degree in Artificial Intelligence
(Elective)
|
Elective | 0 | 25 |
|
Information Systems in Industrial Environments
Master's Degree in Industrial Computing and Robotics
(Elective)
|
Elective | 0 | 21 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Software Design
Degree in Computer Engineering
(Compulsory)
|
Compulsory | 0 | 60 |
|
Advanced Models of Machine Learning II
Degree in Artificial Intelligence
(Elective)
|
Elective | 0 | 38 |
|
Programming II
Degree in Computer Engineering
(Basic Training)
|
Basic Training | 0 | 32 |
|
Programming II
Degree in Artificial Intelligence
(Basic Training)
|
Basic Training | 0 | 13 |
|
Intelligent Systems
Degree in Computer Engineering
(Compulsory)
|
Compulsory | 0 | 15 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Software Design
Degree in Computer Engineering
(Compulsory)
|
Compulsory | 0 | 41 |
|
Programming II
Degree in Computer Engineering
(Basic Training)
|
Basic Training | 0 | 19 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Programming II
Degree in Computer Engineering
(Basic Training)
|
Basic Training | 0 | 31 |
|
Intelligent Systems Development
Degree in Computer Engineering
(Elective)
|
Elective | 0 | 14 |
|
Programming II
Degree in Artificial Intelligence
(Basic Training)
|
Basic Training | 0 | 15 |
Directed or codirected by current teacher since 2013 year.
Select merit type and year to query research merits.
Aprendizaje automático frugal: potenciando la IA en entornos con recursos limitados para los desafíos del mundo real
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Berta Guijarro Berdiñas (IP1) / Amparo Alonso Betanzos (IP2) |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2024 to 31/08/2027 |
Ciencia e ingeniería de datos para la mejora de la función estadística oficial (CIDMEFEO)
| Funding entity | INSTITUTO NACIONAL DE ESTADÍSTICA |
| Main researches | Ricardo Cao Abad, Manuel Francisco González Penedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 13/05/2023 to 12/05/2026 |
Aprendizaje profundo ético
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Cancela Barizo, Brais |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2022 to 31/08/2025 |
Aprendizaje Automático Escalable y Explicable
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/06/2020 to 31/05/2024 |
Beyond RMSE and MAE: Introducing EAUC to Unmask Hidden Bias and Unfairness in Dyadic Regression Models
| Authors | Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco |
| Journal | IEEE Transactions on Neural Networks and Learning Systems |
| DOI | https://doi.org/10.1109/tnnls.2025.3593059 |
Sustainable Transparency in Recommender Systems: Bayesian Ranking of Images for Explainability
| Authors | Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Carlos Eiras-Franco, B. Cancela |
| Journal | Information Fusion Vol. 111 (pages 102497 to 102497) |
| DOI | https://doi.org/10.1016/j.inffus.2024.102497 |
Positive-Unlabelled Learning for Identifying New Candidate Dietary Restriction-related Genes among Ageing-related Genes
| Authors | Jorge Paz-Ruza, Alex A. Freitas, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 180 (pages 108999 to 108999) |
| DOI | https://doi.org/10.1016/j.compbiomed.2024.108999 |
Sustainable techniques to improve Data Quality for training image-based explanatory models for Recommender Systems
34th International Conference on Artificial Neural Networks (ICANN 2025)
International
| Authors | David Esteban Martínez, Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Organization | European Neural Network Society (ENNS) |
| Place | Kaunas (Lituania) |
Análisis de Sostenibilidad de Sistemas de Recomendación
I Simposio en Inteligencia Artificial Verde
International
| Authors | Xesús Patiño, Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Organization | Simposio en Inteligencia Artificial Verde |
| Place | Coruña, A (España) |
Predictively Combatting Toxicity in Health-related Online Discussions through Machine Learning
International Joint Conference on Neural Networks 2025 (IJCNN 2025)
International
| Authors | Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Carlos Eiras-Franco |
| Organization | International Neural Network Society (INNS) |
| Place | Roma (Italia) |
Aprendizaje Automático para Combatir la Toxicidad en Conversaciones sobre Salud en Línea
I Workshop de la Sociedad Española de Inteligencia Artificial en Biomedicina (IABiomed)
National
| Authors | Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Carlos Eiras-Franco |
| Place | Coruña, A (España) |
Explicabilidad Sostenible para Sistemas de Recomendación mediante Ranking Bayesiano de Imágenes
XI Simposio Teoría y Aplicaciones de Minería de Datos (TAMIDA)
National
| Authors | Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, B. Cancela, Carlos Eiras-Franco |
| Place | Coruña, A (España) |
Aprendizaje Positivo sin Etiquetas para Identificar Nuevos Genes Relacionados con la Restricción Dietética
VII Congreso XoveTIC 2024
International
| Authors | Jorge Paz-Ruza, Alex A. Freitas, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Aprendizaje Positivo sin Etiquetas para la Mejora de la Explicabilidad por Imágenes de Sistemas de Recomendación
VII Congreso XoveTIC 2024
International
| Authors | Jorge Paz-Ruza, Álvaro Fernández-Campa-González, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Personalization and greener models
AI and the Energy Transition - NTNU Energy Transition Week 2024
International
| Authors | Jorge Paz-Ruza |
| Organization | Universidad Noruega de Ciencia y Tecnología (NTNU) |
| Place | Trondheim (Noruega) |
Sustainable Personalisation and Explainability in Dyadic Data Systems
26th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2022)
International
| Authors | Jorge Paz-Ruza, Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Organization | KES International |
| Place | Verona (Italia) |
| DOI | https://doi.org/10.1016/j.procs.2022.09.157 |
Academic or management positions held by teacher.