Brais Cancela

According to our database, Brais Cancela authored at least 32 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression models.

Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco

CoRR, 2024

2023

E2E-FS: An End-to-End Feature Selection Method for Neural Networks.

Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Sustainable Transparency in Recommender Systems: Bayesian Ranking of Images for Explainability.

Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco

CoRR, 2023

2022

Feature Selection: From the Past to the Future.

Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Laura Morán-Fernández, Brais Cancela

Proceedings of the Advances in Selected Artificial Intelligence Areas, 2022

2021

Wavefront Marching Methods: A Unified Algorithm to Solve Eikonal and Static Hamilton-Jacobi Equations.

Brais Cancela, Amparo Alonso-Betanzos

IEEE Trans. Pattern Anal. Mach. Intell., 2021

2020

A scalable saliency-based feature selection method with instance-level information.

Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama

Knowl. Based Syst., 2020

From mobility data to habits and common pathways.

Thiago Andrade, Brais Cancela, João Gama

Expert Syst. J. Knowl. Eng., 2020

Discovering locations and habits from human mobility data.

Thiago Andrade, Brais Cancela, João Gama

Ann. des Télécommunications, 2020

Can data placement be effective for Neural Networks classification tasks? Introducing the Orthogonal Loss.

Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A delayed Elastic-Net approach for performing adversarial attacks.

Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Mining Human Mobility Data to Discover Locations and Habits.

Thiago Andrade, Brais Cancela, João Gama

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Discovering Common Pathways Across Users' Habits in Mobility Data.

Thiago Andrade, Brais Cancela, João Gama

Proceedings of the Progress in Artificial Intelligence, 2019

2018

Feature Selection for Big Visual Data: Overview and Challenges.

Verónica Bolón-Canedo, Beatriz Remeseiro, Brais Cancela

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2015

A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids.

Brais Cancela, Marcos Ortega, Manuel G. Penedo

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Multiple human tracking system for unpredictable trajectories.

Brais Cancela, Marcos Ortega, Manuel G. Penedo

Mach. Vis. Appl., 2014

Automatic identification of vessel crossovers in retinal images.

Luisa Sánchez Brea, Noelia Barreira, Manuel G. Penedo, Brais Cancela

Proceedings of the Seventh International Conference on Machine Vision, 2014

Unsupervised Trajectory Modelling Using Temporal Information via Minimal Paths.

Brais Cancela, A. Iglesias, Marcos Ortega, Manuel G. Penedo

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Open-world Person Re-Identification by Multi-Label Assignment Inference.

Brais Cancela, Timothy M. Hospedales, Shaogang Gong

Proceedings of the British Machine Vision Conference, 2014

2013

On the use of a minimal path approach for target trajectory analysis.

Brais Cancela, Marcos Ortega, Manuel G. Penedo, Jorge Novo, Noelia Barreira

Pattern Recognit., 2013

Improving retinal artery and vein classification by means of a minimal path approach.

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

Mach. Vis. Appl., 2013

Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios.

Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo

Expert Syst. Appl., 2013

Human Detection and Tracking under Complex Activities.

Brais Cancela, Marcos Ortega, Manuel G. Penedo

Proceedings of the VISAPP 2013, 2013

Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline.

Alba Fernández, Marcos Ortega, Manuel G. Penedo, Brais Cancela, Luz M. Gigirey

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Trajectory Similarity Measures Using Minimal Paths.

Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes.

Brais Cancela, Marcos Ortega, Manuel G. Penedo

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012

Automatic processing of audiometry sequences for objective screening of hearing loss.

Alba Fernández, Marcos Ortega, Brais Cancela, Manuel G. Penedo, Covadonga Vazquez, Luz M. Gigirey

Expert Syst. Appl., 2012

2011

Measuring response times to auditory stimuli during an audiometry.

Alba Fernández, Marcos Ortega, Brais Cancela, Covadonga Vazquez, Manuel G. Penedo, Luz M. Gigirey

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

Solving Multiple-Target Tracking Using Adaptive Filters.

Brais Cancela, Marcos Ortega, Manuel Francisco González Penedo, Alba Fernández

Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Path Analysis in Multiple-Target Video Sequences.

Brais Cancela, Marcos Ortega, Alba Fernández, Manuel G. Penedo

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Contextual and Skin Color Region Information for Face and Arms Location.

Alba Fernández, Marcos Ortega, Brais Cancela, Manuel G. Penedo

Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

Automatic Analysis of the Patient's Conscious Responses to the Emission of Auditory Stimuli during the Performance of an Audiometry.

Alba Fernández, Manuel G. Penedo, Marcos Ortega, Brais Cancela, Covadonga Vazquez, Luz M. Gigirey

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010

On the Automatic Computation of the Arterio-Venous Ratio in Retinal Images: Using Minimal Paths for the Artery/Vein Classification.

S. G. Vázquez, Brais Cancela, Noelia Barreira, Manuel G. Penedo, Marc Saez

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010