Domain adaptation methods for lab-to-field human context recognition

A Alajaji, W Gerych, L Buquicchio, K Chandrasekaran… - Sensors, 2023 - mdpi.com
Human context recognition (HCR) using sensor data is a crucial task in Context-Aware (CA)
applications in domains such as healthcare and security. Supervised machine learning HCR …

Multi-task Deep Learning Methods for Improving Human Context Recognition from Low Sampling Rate Sensor Data

A Ditthapron, AC Lammert, EO Agu - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
High-fidelity sensor data gathered at high sampling rates is required by human context
recognition (HCR) to accurately predict the users' current context. This approach consumes …