PhD Brais Cancela Barizo  

(TIT-UN)

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

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Distance hours Total hours
AI in Big Data Environments
Master's Degree in Artificial Intelligence
0 10.5
Basic Algorithms of Artificial Intelligence
Degree in Artificial Intelligence
0 22.5
Deep Learning
Degree in Artificial Intelligence
0 21
Design and Analysis of Algorithms
Degree in Data Science and Engineering
0 45
Final Year Dissertation
Degree in Data Science and Engineering
0 3.5
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 75
Large Scale Machine Learning
Degree in Data Science and Engineering
0 21
Subject and involved studies Distance hours Total hours
Algorithms 0 23
Algorithms 0 20
Basic Algorithms of Artificial Intelligence 0 20
Design and Analysis of Algorithms 0 45
Final Year Dissertation. Mention in Computer Science 0 5.5
Final Year Dissertation. Mention in Information Technology 0 3
Intelligent Systems 0 15
Machine Learning II 0 29
Machine Learning III 0 21
Subject and involved studies Distance hours Total hours
Algorithms
Degree in Computer Engineering
0 17
Design and Analysis of Algorithms
Degree in Data Science and Engineering
0 45
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 8
Large Scale Machine Learning
Degree in Data Science and Engineering
0 6
Machine Learning II
Degree in Data Science and Engineering
0 29
Machine Learning III
Degree in Data Science and Engineering
0 21
Programming II
Degree in Computer Engineering
0 44
Subject and involved studies Distance hours Total hours
Algorithms
Degree in Computer Engineering
0 32
Design and Analysis of Algorithms
Degree in Data Science and Engineering
0 45
Human Machine Interfaces
Degree in Computer Engineering
0 60
Machine Learning II
Degree in Data Science and Engineering
0 21
Machine Learning III
Degree in Data Science and Engineering
0 21
Programming II
Degree in Computer Engineering
0 24
Subject and involved studies Distance hours Total hours
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Industrial Engineering
0 60
Human Machine Interfaces
Degree in Computer Engineering
0 60
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 44
Programming II
Degree in Computer Engineering
0 44
Software Design
Degree in Computer Engineering
0 20
Subject and involved studies Distance hours Total hours
Human Machine Interfaces
Degree in Computer Engineering
0 60
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 20

Research results

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

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

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

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)

Positions

Academic or management positions held by teacher.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 15/03/2023.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 04/11/2022 to 14/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)