Publications

Ensemble and continual federated learning for classification tasks.

Continual federated machine learning under concept drift

Federated Learning from Demonstration for Active Assistance to Smart Wheelchair Users

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

Concept drift detection and adaptation for federated and continual learning

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

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

Walking recognition in mobile devices

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

Dataset Bias Exposed in Face Verification

Robust Heading Estimation in Mobile Phones

Robust Step Counting for Inertial Navigation with Mobile Phones

Inertial navigation with mobile devices: A robust step count model

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