Publicaciones (37) Publicaciones de Brais Cancela Barizo

2024

  1. Spatial–temporal feature-based End-to-end Fourier network for 3D sign language recognition

    Expert Systems with Applications, Vol. 248

2023

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

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45, Núm. 7, pp. 8311-8323

  2. On the Reliability of Machine Learning Models for Survival Analysis When Cure Is a Possibility

    Mathematics, Vol. 11, Núm. 19

2022

  1. Feature Selection: From the Past to the Future

    Learning and Analytics in Intelligent Systems (Springer Nature), pp. 11-34

  2. Machine learning techniques to predict different levels of hospital care of CoVid-19

    Applied Intelligence, Vol. 52, Núm. 6, pp. 6413-6431

2021

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

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 43, Núm. 11, pp. 4177-4188

2020

  1. A delayed elastic-net approach for performing adversarial attacks

    Proceedings - International Conference on Pattern Recognition

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

    Knowledge-Based Systems, Vol. 192

  3. Can data placement be effective for Neural Networks classification tasks? Introducing the orthogonal loss

    Proceedings - International Conference on Pattern Recognition

  4. Discovering locations and habits from human mobility data

    Annales des Telecommunications/Annals of Telecommunications, Vol. 75, Núm. 9-10, pp. 505-521

  5. From mobility data to habits and common pathways

    Expert Systems

  6. Mining Human Mobility Data to Discover Locations and Habits

    Communications in Computer and Information Science

2019

  1. Discovering Common Pathways Across Users’ Habits in Mobility Data

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018

  1. Feature Selection for Big Visual Data: Overview and Challenges

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Uso de técnicas de saliency para selección de características

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2015

  1. A wavefront marching method for solving the eikonal equation on cartesian grids

    Proceedings of the IEEE International Conference on Computer Vision

  2. Automatic identification of vessel crossovers in retinal images

    Proceedings of SPIE - The International Society for Optical Engineering

2014

  1. Automatic analysis of the microaneurysm turnover in a web-based framework for retinal analysis

    Image Analysis and Modeling in Ophthalmology (CRC Press), pp. 111-128

  2. Multiple human tracking system for unpredictable trajectories

    Machine Vision and Applications, Vol. 25, Núm. 2, pp. 511-527

  3. Open-world person re-identification by multi-label assignment inference

    BMVC 2014 - Proceedings of the British Machine Vision Conference 2014