| 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 | Machine Learning, Explainable Machine Learning (xAI), Green AI, Responsible AI, Recommender Systems, Dyadic Data |
| Contacto | UDC directory |
| Orcid id0000-0002-7869-1070 Scopus57993382000 | |
Jorge Paz Ruza received his B.Sc. (2021) and M.Sc. (2022) degrees in Computer Science from the University of A Coruña (Spain), and is a PhD candidate in Computer Science from the same institution under the supervision of Amparo Alonso Betanzos and Bertha Guijarro Berdiñas.
At present, his main research topics are related to Frugal and Responsible Artificial Intelligence (AI) in resource-constrained environments, in collaboration with national and international researchers and industries. His work finds applicability in fields of high social impact, such as biomedical AI, personalization of AI contents, or the sustainability and transparency of AI systems. In 2024, he received the XoveTIC best research award from the Professional Association of Computer Engineering of Galicia.
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 |
|---|---|---|---|
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 2.66 |
| Software Design | Compulsory | 0 | 60 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 19 |
|
Software Design
Degree in Computer Engineering
|
Compulsory | 0 | 41 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 0 | 14 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 31 |
|
Programming II
Degree in Artificial Intelligence
|
Core | 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 |
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 |
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) |
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 |