Publicaciones en colaboración con investigadores/as de Universidade de Santiago de Compostela (62)

2023

  1. S2 -LOR: Supervised Stream Learning for Object Recognition

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

  2. Ensemble and continual federated learning for classification tasks

    Machine Learning, Vol. 112, Núm. 9, pp. 3413-3453

2022

  1. Concept drift detection and adaptation for federated and continual learning

    Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3397-3419

  2. Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition

    Pattern Recognition, Vol. 131

  3. Non-IID data and Continual Learning processes in Federated Learning: A long road ahead

    Information Fusion

2021

  1. Concept Drift Detection and Adaptation for Robotics and Mobile Devices in Federated and Continual Settings

    Advances in Intelligent Systems and Computing

  2. Towards a self-sufficient face verification system

    Expert Systems with Applications, Vol. 174

2020

  1. An adaptive video-to-video face identification system based on self-training

    Proceedings - International Conference on Pattern Recognition

  2. Learning from the Individuals and the Crowd in Robotics and Mobile Devices

    Advances in Intelligent Systems and Computing

  3. Walking recognition in mobile devices

    Sensors (Switzerland), Vol. 20, Núm. 4

2019

  1. Dataset bias exposed in face verification

    IET Biometrics, Vol. 8, Núm. 4, pp. 249-258

  2. Directed Exploration in Black-Box Optimization for Multi-Objective Reinforcement Learning

    International Journal of Information Technology and Decision Making, Vol. 18, Núm. 3, pp. 1045-1082

  3. Incremental Learning Techniques Within a Self-updating Approach for Face Verification in Video-Surveillance

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

  4. Robust Heading Estimation in Mobile Phones

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

2018

  1. Robust step counting for inertial navigation with mobile phones

    Sensors (Switzerland), Vol. 18, Núm. 9

2017

  1. Incremental reinforcement learning for multi-objective robotic tasks

    Knowledge and Information Systems, Vol. 51, Núm. 3, pp. 911-940

  2. Robust step detection in mobile phones through a learning process carried out in the mobile

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

2016

  1. Particle filter robot localisation through robust fusion of laser, WiFi, compass, and a network of external cameras

    Information Fusion, Vol. 27, pp. 170-188

2015

  1. Mobile robot positioning with 433-MHz wireless motes with varying transmission powers and a particle filter

    Sensors (Switzerland), Vol. 15, Núm. 5, pp. 10194-10220

  2. Omnidirectional visual SLAM under severe occlusions

    Robotics and Autonomous Systems, Vol. 65, pp. 76-87