Brais Cancela

Orcid: 0000-0002-2295-4142

Affiliations:
  • University of Coruña, A Coruña, Spain


According to our database1, Brais Cancela authored at least 37 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Sustainable transparency on recommender systems: Bayesian ranking of images for explainability.
Inf. Fusion, 2024

A review of green artificial intelligence: Towards a more sustainable future.
Neurocomputing, 2024

Spatial-temporal feature-based End-to-end Fourier network for 3D sign language recognition.
Expert Syst. Appl., 2024

Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression models.
CoRR, 2024

2023
E2E-FS: An End-to-End Feature Selection Method for Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Green Machine Learning.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022
Machine learning techniques to predict different levels of hospital care of CoVid-19.
Appl. Intell., 2022

Feature Selection: From the Past to the Future.
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.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

2020
A scalable saliency-based feature selection method with instance-level information.
Knowl. Based Syst., 2020

From mobility data to habits and common pathways.
Expert Syst. J. Knowl. Eng., 2020

Discovering locations and habits from human mobility data.
Ann. des Télécommunications, 2020

Can data placement be effective for Neural Networks classification tasks? Introducing the Orthogonal Loss.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A delayed Elastic-Net approach for performing adversarial attacks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Mining Human Mobility Data to Discover Locations and Habits.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Discovering Common Pathways Across Users' Habits in Mobility Data.
Proceedings of the Progress in Artificial Intelligence, 2019

2018
Feature Selection for Big Visual Data: Overview and Challenges.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2015
A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Multiple human tracking system for unpredictable trajectories.
Mach. Vis. Appl., 2014

Automatic identification of vessel crossovers in retinal images.
Proceedings of the Seventh International Conference on Machine Vision, 2014

Unsupervised Trajectory Modelling Using Temporal Information via Minimal Paths.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Open-world Person Re-Identification by Multi-Label Assignment Inference.
Proceedings of the British Machine Vision Conference, 2014

2013
On the use of a minimal path approach for target trajectory analysis.
Pattern Recognit., 2013

Improving retinal artery and vein classification by means of a minimal path approach.
Mach. Vis. Appl., 2013

Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios.
Expert Syst. Appl., 2013

Human Detection and Tracking under Complex Activities.
Proceedings of the VISAPP 2013, 2013

Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Trajectory Similarity Measures Using Minimal Paths.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Movement Analysis for the Assessment of Hearing in Patients with Cognitive Impairment: A Preliminary Study.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013

2012
Automatic processing of audiometry sequences for objective screening of hearing loss.
Expert Syst. Appl., 2012

2011
Measuring response times to auditory stimuli during an audiometry.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

Solving Multiple-Target Tracking Using Adaptive Filters.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Path Analysis in Multiple-Target Video Sequences.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Contextual and Skin Color Region Information for Face and Arms Location.
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.
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.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010


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