Human activity recognition for emergency first responders via body-worn inertial sensors. - Sebastian Scheurer; Salvatore Tedesco; Kenneth N. Brown; Brendan O'Flynn (BSN, 2017)

Sensor and feature selection for an emergency first responders activity recognition system. - Sebastian Scheurer; Salvatore Tedesco; Kenneth N. Brown; Brendan O'Flynn (IEEE SENSORS, 2017)

Monitoring Emergency First Responders' Activities via Gradient Boosting and Inertial Sensor Data. - Sebastian Scheurer; Salvatore Tedesco; Oscar Manzano; Kenneth N. Brown; Brendan O'Flynn (ECML/PKDD (3), 2018)

Subject-dependent and -independent human activity recognition with person-specific and -independent models. - Sebastian Scheurer; Salvatore Tedesco; Kenneth N. Brown; Brendan O'Flynn (iWOAR, 2019)

Using Domain Knowledge for Interpretable and Competitive Multi-Class Human Activity Recognition. - Sebastian Scheurer; Salvatore Tedesco; Kenneth N. Brown; Brendan O'Flynn (Sensors, 2020)

Comparing Person-Specific and Independent Models on Subject-Dependent and Independent Human Activity Recognition Performance. - Sebastian Scheurer; Salvatore Tedesco; Brendan O'Flynn; Kenneth N. Brown (Sensors, 2020)

Motion Sensors-Based Machine Learning Approach for the Identification of Anterior Cruciate Ligament Gait Patterns in On-the-Field Activities in Rugby Players. - Salvatore Tedesco; Colum Crowe; Andrew Ryan; Marco Sica; Sebastian Scheurer; Amanda M. Clifford; Kenneth N. Brown; Brendan O'Flynn (Sensors, 2020)

Improving human movement sensing with micro models and domain knowledge. - Sebastian Scheurer (2021)