Uneven and Irregular Surface Condition Prediction from Human Walking Data using both Centralized and Decentralized Machine Learning Approaches. - Jamie McQuire; Paul Watson 001; Nick Wright; Hugo Hiden; Michael Catt (BIBM, 2021)

A Data Efficient Vision Transformer for Robust Human Activity Recognition from the Spectrograms of Wearable Sensor Data. - Jamie McQuire; Paul Watson 001; Nick Wright; Hugo Hiden; Michael Catt (SSP, 2023)

Data Efficient Transformers for Wearable Sensor Analysis in Centralized and Federated Environments. - Jamie McQuire; Paul Watson 001; Nick Wright; Hugo Hiden; Michael Catt (IEEE Big Data, 2024)