ATEMPO - Asistencia Transfronteriza de EMergencias en el marco del POCTEP 2021-2027
| Funding entity | Union Europea |
| Main researches | Francisco Javier González Varela, Manuel F. González Penedo |
| Type | Proyecto UE |
| Dates | From 01/09/2023 to 31/12/2025 |
| 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, Deep Learning, Convex Optimization, Computer Vision |
| Contacto | UDC directory |
| Orcid id0000-0002-2295-4142 ResearcherIDM-7669-2019 Scopus36975028400 | |
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
Degree in Data Science and Engineering
|
Compulsory | 0 | 4 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| AI in Big Data Environments | Optional | 0 | 10.5 |
| Basic Algorithms of Artificial Intelligence | Compulsory | 0 | 22.5 |
| Deep Learning | Optional | 0 | 21 |
| Design and Analysis of Algorithms | Compulsory | 0 | 45 |
| Final Year Dissertation | Compulsory | 0 | 3.5 |
| Intelligent Systems | Compulsory | 0 | 75 |
| Large Scale Machine Learning | Optional | 0 | 21 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Algorithms
Degree in Computer Engineering
|
Compulsory | 0 | 23 |
|
Algorithms
Degree in Artificial Intelligence
|
Compulsory | 0 | 20 |
|
Basic Algorithms of Artificial Intelligence
Degree in Artificial Intelligence
|
Compulsory | 0 | 20 |
|
Design and Analysis of Algorithms
Degree in Data Science and Engineering
|
Compulsory | 0 | 45 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 5.5 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 3 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 15 |
|
Machine Learning II
Degree in Data Science and Engineering
|
Compulsory | 0 | 29 |
|
Machine Learning III
Degree in Data Science and Engineering
|
Compulsory | 0 | 21 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Algorithms
Degree in Computer Engineering
|
Compulsory | 0 | 17 |
|
Design and Analysis of Algorithms
Degree in Data Science and Engineering
|
Compulsory | 0 | 45 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Large Scale Machine Learning
Degree in Data Science and Engineering
|
Optional | 0 | 6 |
|
Machine Learning II
Degree in Data Science and Engineering
|
Compulsory | 0 | 29 |
|
Machine Learning III
Degree in Data Science and Engineering
|
Compulsory | 0 | 21 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 44 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Algorithms
Degree in Computer Engineering
|
Compulsory | 0 | 32 |
|
Design and Analysis of Algorithms
Degree in Data Science and Engineering
|
Compulsory | 0 | 45 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 60 |
|
Machine Learning II
Degree in Data Science and Engineering
|
Compulsory | 0 | 21 |
|
Machine Learning III
Degree in Data Science and Engineering
|
Compulsory | 0 | 21 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 24 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Industrial Engineering
|
Core | 0 | 60 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 60 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 44 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 44 |
|
Software Design
Degree in Computer Engineering
|
Compulsory | 0 | 20 |
Defined tutoring by teacher for 2024/2025 academic course.
| Quarter | Day | Site |
|---|---|---|
| 2nd chance |
Tuesday
10:30 a 12:30 |
Edificio Área Científica - D1.02 |
| 2nd chance |
Wednesday
10:30 a 14:30 |
Edificio Área Científica - D1.02 |
Directed or codirected by current teacher since 2013 year.
Select merit type and year to query research merits.
ATEMPO - Asistencia Transfronteriza de EMergencias en el marco del POCTEP 2021-2027
| Funding entity | Union Europea |
| Main researches | Francisco Javier González Varela, Manuel F. González Penedo |
| Type | Proyecto UE |
| Dates | From 01/09/2023 to 31/12/2025 |
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 |
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC 2022
| Funding entity | Consellería de Educación |
| Main researches | Amparo Alonso Betanzos |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2022 to 20/11/2025 |
Algoritmos de selección de características verdes y rápidos
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Verónica Bolón Canedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/12/2022 to 30/11/2024 |
CEDCOVID: Ciencia e Ingeniería de datos para la evaluación, predicción poblacional y personalizada de la evolución de la enfermedad COVID-19
| Funding entity | Agencia Gallega de Innovación (GAIN) |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/11/2020 to 31/12/2022 |
Axudas para a consolidación e estruturación de unidades de investigación competitivas.GRC
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Amparo Alonso Betanzos |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2019 to 20/11/2021 |
Performance and Sustainability of BERT Derivatives in Dyadic Data
| Authors | Miguel Escarda-Fernández, Carlos Eiras-Franco, Brais Cancela, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Journal | Expert Systems with Applications Vol. 58 (pages 111265. to 111265.) |
| DOI | https://doi.org/10.1016/j.eswa.2024.125647 |
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, B. Cancela, Carlos Eiras-Franco |
| Journal | IEEE Transactions on Neural Networks and Learning Systems |
Spatial-temporal Feature-based End-to-end Fourier Network for 3D Sign Language Recognition
| Authors | S.Abdullahi, K. Chamnongthai, V. Bolón-Canedo, B. Cancela |
| Journal | Expert Systems with Applications |
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 |
A Review of Green Artificial Intelligence: Towards a more sustainable future
| Authors | Verónica Bolón-Canedo, Laura Morán-Fernández, B. Cancela, Amparo Alonso-Betanzos |
| Journal | Neurocomputing |
On the reliability of machine learning models for survival analysis when cure is a possibility
| Authors | A. Ezquerro, Brais Cancela, A. López-Cheda |
| Journal | Mathematics Vol. 11 Num. 19 |
| DOI | https://doi.org/10.3390/math11194150 |
E2E-FS: An End-to-End Feature Selection Method for Neural Networks
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
| DOI | https://doi.org/10.1109/tpami.2022.3228824. |
Machine learning techniques to predict different levels of hospital care of CoVid-19
| Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero, Verónica Bolón-Canedo, Brais Cancela, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Journal | APPLIED INTELLIGENCE Vol. 52 (pages 6413 to 6431) |
| DOI | https://doi.org/10.1007/s10489-021-02743-2 |
A scalable saliency-based feature selection method with instance-level information
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama |
| Journal | Knowledge-Based Systems Vol. 192 (pages 105326-1 to 105326-13) |
Wavefront Marching Methods: a unified algorithm to solve Eikonal and static Hamilton-Jacobi equations
| Authors | Brais Cancela, Amparo Alonso-Betanzos |
| Journal | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
From Mobility Data to Habits and Common Pathways
| Authors | T. Andrade, Brais Cancela, João Gama |
| Journal | EXPERT SYSTEMS |
| DOI | https://doi.org/10.1111/exsy.12627 |
Discovering locations and habits from human mobility data
| Authors | T. Andrade, Brais Cancela, João Gama |
| Journal | ANNALES DES TELECOMMUNICATIONS-ANNALS OF TELECOMMUNICATIONS Vol. 75 (pages 505 to 521) |
Multiple human tracking system for unpredictable trajectories
| Authors | Brais Cancela, M Ortega, M G Penedo |
| Journal | MACHINE VISION AND APPLICATIONS Vol. 25 Num. 2 (pages 511 to 527) |
| DOI | https://doi.org/10.1007/s00138-013-0544-7 |
Improving retinal artery and vein classification by means of a minimal path approach
| Authors | Sonia González Vázquez, Brais Cancela Barizo, Noelia Barreira Rodríguez, Manuel González Penedo, María Rodríguez Blanco, Marta Pena Seijo, Gabriel Coll de Tuero, María Antonia Barceló, Marc Saez Zafra |
| Journal | MACHINE VISION AND APPLICATIONS Vol. 24 Num. 5 (pages 919 to 930) |
| DOI | https://doi.org/10.1007/s00138-012-0442-4 |
On the use of a minimal path approach for target trajectory analysis
| Authors | Brais Cancela Barizo, Marcos Ortega Hortas, Manuel González Penedo, Jorge Novo Buján, Noelia Barreira Rodríguez |
| Journal | Pattern Recognition Vol. 46 Num. 7 (pages 2015 to 2027) |
| DOI | https://doi.org/10.1016/j.patcog.2013.01.013 |
Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios
| Authors | Brais Cancela, Marcos Ortega Hortas, A. Fernández, M G Penedo |
| Journal | Expert Systems with Applications Vol. 40 Num. 4 (pages 1116 to 1131) |
| DOI | https://doi.org/10.1016/j.eswa.2012.08.025 |
Automatic processing of audiometry sequences for objective screening of hearing loss
| Authors | A. Fernández, M Ortega, Brais Cancela, M G Penedo, C. Vázquez, L.M. Gigirey |
| Journal | Expert Systems with Applications Vol. 39 (pages 12683 to 12696) |
Path Analysis in Multiple-Target Video Sequences
| Authors | Brais Cancela, Marcos Ortega Hortas, Alba Fernandez, M G Penedo |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 6979 (pages 50 to 59) |
Solving Multiple-Target Tracking Using Adaptive Filters
| Authors | B. Cancela, Marcos Ortega Hortas, M G Penedo, A. Fernandez |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 6753 (pages 416 to 425) |
Contextual and Skin Color Region Information for Locating Human Body Parts
| Authors | M.G. Penedo, Alba Fernandez, Marcos Ortega Hortas, Brais Cancela |
| Journal | Journal of Computer and Information Technology Vol. 1 (pages 1 to 16) |
Automatic analysis of the microaneurysm turnover in a web based framework for retinal analysis
| Authors | Noelia Barreira Rodríguez. Manuel González Penedo. Sonia González Vázquez. Lucía Ramos. Brais Cancela Barizo. Ana González López |
| Book |
Image Analysis and Modeling in Ophthalmology Publishing: CRC Press. ISBN: 9781466559301 |
| Pages | From 118 to 128 |
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) |
Estudio sobre el uso de técnicas de detección de anomalías contra ataques adversarios
XX Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2024)
National
| Authors | Jorge Núñez-Rivera, Carlos Eiras-Franco, B. Cancela |
| Place | Coruña, A (España) |
Black Box adversarial attacks over an NLP recommendation system
XX Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2024)
National
| Authors | Brais Cancela, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Place | Coruña, A (España) |
Desvelando la Caja Negra: Utilización de Embeddings de Texto para el Ranking de Explicaciones
XX Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2024)
National
| Authors | Miguel Escarda-Fernández, Brais Cancela, Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Place | Coruña, A (España) |
Green Machine Learning
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022)
International
| Authors | Verónica Bolón-Canedo, Laura Morán-Fernández, Brais Cancela, Amparo Alonso-Betanzos |
| Place | Brujas (Bélgica) |
A Delayed Elastic-Net Approach for Performing Adversarial Attacks
25th International Conference on Pattern Recognition (ICPR 2020)
International
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Organization | IEEE Communitation Society |
| Place | Milán (Italia) |
Can Data Placement Be Effective for Neural Networks Classification Tasks? Introducing the Orthogonal Loss
25th International Conference on Pattern Recognition (ICPR 2020)
International
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Organization | IEEE Communitation Society |
| Place | Milán (Italia) |
Discovering Common Pathways Across Users' Habits in Mobility Data
19th EPIA Conference on Artificial Intelligence, EPIA 2019
International
| Authors | T. Andrade, Brais Cancela, J. Gama |
| Place | Vila Real (Portugal) |
Mining Human Mobility Data to Discover Locations and Habits
ECML PKDD 2019 Workshops: Machine Learning and Knowledge Discovery in Databases
International
| Authors | T. Andrade, Brais Cancela, J. Gama |
| Place | Würzburg (Alemania) |
Uso de técnicas de Saliency para Selección de Características
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Place | Granada (España) |
Feature Selection for Big Visual Data: Overview and Challenges
15th International Conference on Image Analysis and Recognition (ICIAR 2018)
International
| Authors | Verónica Bolón-Canedo, Beatriz Remeseiro, Brais Cancela |
| Place | Povoa de Varzim (Portugal) |
Automatic Identification of Vessel Crossovers in Retinal Images
The 9th International Conference on Machine Vision (ICMV 2016)
International
| Authors | Luisa Sánchez Brea, Noelia Barreira Rodríguez, Manuel González Penedo, Brais Cancela Barizo |
| Organization | Science and Engineering Institute |
| Place | Niza (Francia) |
| DOI | https://doi.org/10.1117/12.2181376 |
A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids
IEEE International Conference on Computer Vision (ICCV 2015)
International
| Authors | B. Cancela, M. Ortega, M G Penedo |
| Organization | IEEE Communitation Society |
| Place | Santiago (Chile) |
Unsupervised Trajectory Modelling using Temporal Information via Minimal Paths
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014)
International
| Authors | B. Cancela, A. Iglesias, M. Ortega, M G Penedo |
| Organization | IEEE Communitation Society |
| Place | Columbus, Ohio (Estados Unidos) |
Open-world Person Re-Identification by Multi-Label Assignment Inference
British Machine Vision Conference 2014
International
| Authors | Brais Cancela, T. Hospedales, S. Gong |
| Place | Nottingham (Reino Unido) |
Human Detection and Tracking Under Complex Activities
International Conference on Computer Vision Theory and Applications. VISSAP 2013
International
| Authors | Brais Cancela, M. Ortega, M G Penedo |
| Organization | INSTICC |
| Place | Barcelona (España) |
Trajectory similarity measures using minimal paths
International Conference on Image Analysis and Processing, ICIAP 2013
International
| Authors | Brais Cancela, Marcos Ortega Hortas, A. Fernández, M G Penedo |
| Place | Nápoles (Italia) |
Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes
Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2013
International
| Authors | Brais Cancela, M Ortega, M.G. Penedo |
| Place | Funchal (Portugal) |
Contextual and Skin Color Region Information for Face and Arms Location
Computer Aided Systems Theory - EUROCAST 2011
International
| Authors | M G Penedo, A. Fernández, M. Ortega, Brais Cancela |
| Organization | Instituto Universitario de Ciencias y Tecnologías Cibernéticas, Universidad de Las Palmas de Gran Canaria |
| Place | Palmas de Gran Canaria, Las (España) |
Automatic analysis of the patient's conscious responses to the emission of auditory stimuli during the performance of an audiometry
International Conference on Digital Image Computing: Techniques and Applications
International
| Authors | A. Fernández, M. Ortega, M G Penedo, B. Cancela, L.M. Gigirey, C. Vázquez |
| Organization | University of Queensland |
| Place | Noosa (Australia) |
On the Automatic Computation of the Arterio-Venous Ratio in Retinal Images: Using Minimal Paths for the Artery/Vein Classification
International Conference on Digital Image Computing: Techniques and Applications (DICTA)
International
| Authors | Sonia González Vázquez, Brais Cancela Barizo, Noelia Barreira Rodríguez, M G Penedo, Marc Saez Zafra |
| Place | Sydney (Australia) |
Academic or management positions held by teacher.