Publicacións (81) Publicacións de Carlos Vázquez Regueiro

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. FollowMe - A Pedestrian Following Algorithm for Agricultural Logistic Robots

    2022 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2022

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

    Pattern Recognition, Vol. 131

  4. 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)

  5. Robust heading estimation in mobile phones

    From Bioinspired Systems and Biomedical Applications to Machine Learning: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part II (Springer Suiza), pp. 180-190

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