A Priori Quantification of Transfer Learning Performance on Time Series Classification for Cyber-Physical Health Systems

Cyber-Physical Systems fully encompass the intelligent system from signal acquisition through to physical computing and computation - it requires consideration of the deep entanglement between computational and physical elements. Human health and performance is increasingly being measured and analyzed using machine learning to identify complex relationships using wearable and pervasive computing. This combination defines the focused area of …