Brais Cancela

42 papers A* 2A 1B 3C 1Misc 3Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond RMSE and MAE: Introducing EAUC to Unmask Hidden Bias and Unfairness in Dyadic Regression Models.
IEEE Trans. Neural Networks Learn. Syst.
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
2025 J jnl
Performance and sustainability of BERT derivatives in dyadic data.
Expert Syst. Appl.
Miguel Escarda, Carlos Eiras-Franco, Brais Cancela, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2025 J jnl
Unsupervised Dynamic Feature Selection for Robust Latent Spaces in Vision Tasks.
CoRR
Bruno Corcuera, Carlos Eiras-Franco, Brais Cancela
2024 J jnl
A review of green artificial intelligence: Towards a more sustainable future.
Neurocomputing
Verónica Bolón-Canedo, Laura Morán-Fernández, Brais Cancela, Amparo Alonso-Betanzos
2024 J jnl
Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression models.
CoRR
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
2024 J jnl
Spatial-temporal feature-based End-to-end Fourier network for 3D sign language recognition.
Expert Syst. Appl.
Sunusi Bala Abdullahi, Kosin Chamnongthai, Verónica Bolón-Canedo, Brais Cancela
2024 J jnl
Sustainable transparency on recommender systems: Bayesian ranking of images for explainability.
Inf. Fusion
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
2023 J jnl
E2E-FS: An End-to-End Feature Selection Method for Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
2023 B conf
Green Machine Learning.
ESANN
Verónica Bolón-Canedo, Laura Morán-Fernández, Brais Cancela, Amparo Alonso-Betanzos
2023 J jnl
Sustainable Transparency in Recommender Systems: Bayesian Ranking of Images for Explainability.
CoRR
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
2022 — ch.
Feature Selection: From the Past to the Future.
Advances in Selected Artificial Intelligence Areas
Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Laura Morán-Fernández, Brais Cancela
2021 J jnl
Wavefront Marching Methods: A Unified Algorithm to Solve Eikonal and Static Hamilton-Jacobi Equations.
IEEE Trans. Pattern Anal. Mach. Intell.
Brais Cancela, Amparo Alonso-Betanzos
2020 B conf
A delayed Elastic-Net approach for performing adversarial attacks.
ICPR
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
2020 J jnl
A scalable saliency-based feature selection method with instance-level information.
Knowl. Based Syst.
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama
2020 B conf
Can data placement be effective for Neural Networks classification tasks? Introducing the Orthogonal Loss.
ICPR
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
2020 J jnl
Discovering locations and habits from human mobility data.
Ann. des Télécommunications
Thiago Andrade, Brais Cancela, João Gama
2020 J jnl
E2E-FS: An End-to-End Feature Selection Method for Neural Networks.
CoRR
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
2020 J jnl
From mobility data to habits and common pathways.
Expert Syst. J. Knowl. Eng.
Thiago Andrade, Brais Cancela, João Gama
2019 J jnl
A scalable saliency-based Feature selection method with instance level information.
CoRR
Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama
2019 — conf
Discovering Common Pathways Across Users' Habits in Mobility Data.
EPIA (2)
Thiago Andrade, Brais Cancela, João Gama
2019 — conf
Mining Human Mobility Data to Discover Locations and Habits.
PKDD/ECML Workshops (2)
Thiago Andrade, Brais Cancela, João Gama
2019 J jnl
Mining Human Mobility Data to Discover Locations and Habits.
CoRR
Thiago Andrade, Brais Cancela, João Gama
2018 — conf
Feature Selection for Big Visual Data: Overview and Challenges.
ICIAR
Verónica Bolón-Canedo, Beatriz Remeseiro, Brais Cancela
2015 A* conf
A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids.
ICCV
Brais Cancela, Marcos Ortega, Manuel G. Penedo
2014 C conf
Automatic identification of vessel crossovers in retinal images.
ICMV
Luisa Sánchez Brea, Noelia Barreira, Manuel G. Penedo, Brais Cancela
2014 J jnl
Multiple human tracking system for unpredictable trajectories.
Mach. Vis. Appl.
Brais Cancela, Marcos Ortega, Manuel G. Penedo
2014 A conf
Open-world Person Re-Identification by Multi-Label Assignment Inference.
BMVC
Brais Cancela, Timothy M. Hospedales, Shaogang Gong
2014 A* conf
Unsupervised Trajectory Modelling Using Temporal Information via Minimal Paths.
CVPR
Brais Cancela, A. Iglesias, Marcos Ortega, Manuel G. Penedo
2013 — conf
Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline.
ICIAR
Alba Fernández, Marcos Ortega, Manuel G. Penedo, Brais Cancela, Luz M. Gigirey
2013 J jnl
Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios.
Expert Syst. Appl.
Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo
2013 — conf
Human Detection and Tracking under Complex Activities.
VISAPP (2)
Brais Cancela, Marcos Ortega, Manuel G. Penedo
2013 J jnl
Improving retinal artery and vein classification by means of a minimal path approach.
Mach. Vis. Appl.
Sonia González-Vázquez, Brais Cancela, Noelia Barreira, Manuel G. Penedo, M. Rodriguez-Blanco, Marta Pena-Seijo, Gabriel Coll de Tuero, Maria Antònia Barceló, Marc Saez
2013 J jnl
On the use of a minimal path approach for target trajectory analysis.
Pattern Recognit.
Brais Cancela, Marcos Ortega, Manuel G. Penedo, Jorge Novo, Noelia Barreira
2013 Misc conf
Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes.
IbPRIA
Brais Cancela, Marcos Ortega, Manuel G. Penedo
2013 — conf
Trajectory Similarity Measures Using Minimal Paths.
ICIAP (1)
Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo
2012 J jnl
Automatic processing of audiometry sequences for objective screening of hearing loss.
Expert Syst. Appl.
Alba Fernández, Marcos Ortega, Brais Cancela, Manuel G. Penedo, Covadonga Vazquez, Luz M. Gigirey
2011 Misc conf
Automatic Analysis of the Patient's Conscious Responses to the Emission of Auditory Stimuli during the Performance of an Audiometry.
DICTA
Alba Fernández, Manuel G. Penedo, Marcos Ortega, Brais Cancela, Covadonga Vazquez, Luz M. Gigirey
2011 — conf
Contextual and Skin Color Region Information for Face and Arms Location.
EUROCAST (1)
Alba Fernández, Marcos Ortega, Brais Cancela, Manuel G. Penedo
2011 — conf
Measuring response times to auditory stimuli during an audiometry.
ISABEL
Alba Fernández, Marcos Ortega, Brais Cancela, Covadonga Vazquez, Manuel G. Penedo, Luz M. Gigirey
2011 — conf
Path Analysis in Multiple-Target Video Sequences.
ICIAP (2)
Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo
2011 — conf
Solving Multiple-Target Tracking Using Adaptive Filters.
ICIAR (1)
Brais Cancela, Marcos Ortega, Manuel Francisco González Penedo, Alba Fernández
2010 Misc conf
On the Automatic Computation of the Arterio-Venous Ratio in Retinal Images: Using Minimal Paths for the Artery/Vein Classification.
DICTA
Sonia González-Vázquez, Brais Cancela, Noelia Barreira, Manuel G. Penedo, Marc Saez