Publications by the researcher in collaboration with Carlos V. Regueiro (55)

2023

  1. 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. 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

2020

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

    Advances in Intelligent Systems and Computing

  2. 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. 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. Automatic selection of user samples for a non-collaborative face verification system

    Advances in Intelligent Systems and Computing (Springer Verlag), pp. 555-566

  2. Inertial navigation with mobile devices: A robust step count model

    Advances in Intelligent Systems and Computing (Springer Verlag), pp. 666-678

  3. 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. Development of a Nao humanoid robot able to play Tic-Tac-Toe game on a tactile tablet

    Advances in Intelligent Systems and Computing

  2. Integration of 3-D perception and autonomous computation on a nao humanoid robot

    Advances in Intelligent Systems and Computing

  3. 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. Pyramid representations of the set of actions in reinforcement learning

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

  3. Route learning and reproduction in a tour-guide robot

    Robotics and Autonomous Systems, Vol. 63, Núm. P2, pp. 206-213