Brais Cancela

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Eikonal Equation

Recommender Systems

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Mach. Vis. Appl.

Publications

Verónica Bolón-Canedo, Laura Morán-Fernández, Brais Cancela, Amparo Alonso-Betanzos
A review of green artificial intelligence: Towards a more sustainable future. Neurocomputing 599 (2024)
Sunusi Bala Abdullahi, Kosin Chamnongthai, Verónica Bolón-Canedo, Brais Cancela
Spatial-temporal feature-based End-to-end Fourier network for 3D sign language recognition. Expert Syst. Appl. 248 (2024)
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
Sustainable transparency on recommender systems: Bayesian ranking of images for explainability. Inf. Fusion 111 (2024)
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression models. CoRR (2024)
Verónica Bolón-Canedo, Laura Morán-Fernández, Brais Cancela, Amparo Alonso-Betanzos
Green Machine Learning. ESANN (2023)
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
E2E-FS: An End-to-End Feature Selection Method for Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
Sustainable Transparency in Recommender Systems: Bayesian Ranking of Images for Explainability. CoRR (2023)
Brais Cancela, Amparo Alonso-Betanzos
Wavefront Marching Methods: A Unified Algorithm to Solve Eikonal and Static Hamilton-Jacobi Equations. IEEE Trans. Pattern Anal. Mach. Intell. 43 (11) (2021)
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
E2E-FS: An End-to-End Feature Selection Method for Neural Networks. CoRR (2020)
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
A delayed Elastic-Net approach for performing adversarial attacks. ICPR (2020)
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama
A scalable saliency-based feature selection method with instance-level information. Knowl. Based Syst. 192 (2020)
Thiago Andrade, Brais Cancela, João Gama
Discovering locations and habits from human mobility data. Ann. des Télécommunications 75 (9-10) (2020)
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Can data placement be effective for Neural Networks classification tasks? Introducing the Orthogonal Loss. ICPR (2020)
Thiago Andrade, Brais Cancela, João Gama
From mobility data to habits and common pathways. Expert Syst. J. Knowl. Eng. 37 (6) (2020)
Thiago Andrade, Brais Cancela, João Gama
Mining Human Mobility Data to Discover Locations and Habits. PKDD/ECML Workshops (2) (2019)
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama
A scalable saliency-based Feature selection method with instance level information. CoRR (2019)
Thiago Andrade, Brais Cancela, João Gama
Mining Human Mobility Data to Discover Locations and Habits. CoRR (2019)
Thiago Andrade, Brais Cancela, João Gama
Discovering Common Pathways Across Users' Habits in Mobility Data. EPIA (2) (2019)
Verónica Bolón-Canedo, Beatriz Remeseiro, Brais Cancela
Feature Selection for Big Visual Data: Overview and Challenges. ICIAR (2018)
Brais Cancela, Marcos Ortega, Manuel G. Penedo
A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids. ICCV (2015)
Luisa Sánchez Brea, Noelia Barreira, Manuel G. Penedo, Brais Cancela
Automatic identification of vessel crossovers in retinal images. ICMV (2014)
Brais Cancela, A. Iglesias, Marcos Ortega, Manuel G. Penedo
Unsupervised Trajectory Modelling Using Temporal Information via Minimal Paths. CVPR (2014)
Brais Cancela, Timothy M. Hospedales, Shaogang Gong
Open-world Person Re-Identification by Multi-Label Assignment Inference. BMVC (2014)
Brais Cancela, Marcos Ortega, Manuel G. Penedo
Multiple human tracking system for unpredictable trajectories. Mach. Vis. Appl. 25 (2) (2014)
Brais Cancela, Marcos Ortega, Manuel G. Penedo
Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes. IbPRIA (2013)
S. G. Vázquez, Brais Cancela, Noelia Barreira, Manuel G. Penedo, M. Rodriguez-Blanco, Marta Pena-Seijo, Gabriel Coll de Tuero, Maria Antònia Barceló, Marc Saez
Improving retinal artery and vein classification by means of a minimal path approach. Mach. Vis. Appl. 24 (5) (2013)
Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo
Trajectory Similarity Measures Using Minimal Paths. ICIAP (1) (2013)
Brais Cancela, Marcos Ortega, Manuel G. Penedo, Jorge Novo, Noelia Barreira
On the use of a minimal path approach for target trajectory analysis. Pattern Recognit. 46 (7) (2013)
Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo
Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios. Expert Syst. Appl. 40 (4) (2013)
Alba Fernández, Marcos Ortega, Manuel G. Penedo, Brais Cancela, Luz M. Gigirey
Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline. ICIAR (2013)
Brais Cancela, Marcos Ortega, Manuel G. Penedo
Human Detection and Tracking under Complex Activities. VISAPP (2) (2013)
Alba Fernández, Marcos Ortega, Brais Cancela, Manuel G. Penedo, Covadonga Vazquez, Luz M. Gigirey
Automatic processing of audiometry sequences for objective screening of hearing loss. Expert Syst. Appl. 39 (16) (2012)
Alba Fernández, Marcos Ortega, Brais Cancela, Covadonga Vazquez, Manuel G. Penedo, Luz M. Gigirey
Measuring response times to auditory stimuli during an audiometry. ISABEL (2011)
Brais Cancela, Marcos Ortega, Manuel Francisco González Penedo, Alba Fernández
Solving Multiple-Target Tracking Using Adaptive Filters. ICIAR (1) (2011)
Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo
Path Analysis in Multiple-Target Video Sequences. ICIAP (2) (2011)
Alba Fernández, Manuel G. Penedo, Marcos Ortega, Brais Cancela, Covadonga Vazquez, Luz M. Gigirey
Automatic Analysis of the Patient's Conscious Responses to the Emission of Auditory Stimuli during the Performance of an Audiometry. DICTA (2011)
Alba Fernández, Marcos Ortega, Brais Cancela, Manuel G. Penedo
Contextual and Skin Color Region Information for Face and Arms Location. EUROCAST (1) (2011)
S. G. Vázquez, Brais Cancela, Noelia Barreira, Manuel G. Penedo, Marc Saez
On the Automatic Computation of the Arterio-Venous Ratio in Retinal Images: Using Minimal Paths for the Artery/Vein Classification. DICTA (2010)