21 citations · 73 across the 11 of their papers we have counts for
4 papers · 1 filter
Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia
Zhidong Meng, Andrea Iaboni, Bing Ye +4
Agitation is one of the most prevalent symptoms in people with dementia (PwD) that can place themselves and the caregiver's safety at risk. Developing objective agitation detection…
Tracking agitation in people living with dementia in a care environment
Shehroz S. Khan, Thaejaesh Sooriyakumaran, Katherine Rich +5
Agitation is a symptom that communicates distress in people living with dementia (PwD), and that can place them and others at risk. In a long term care (LTC) environment, care staf…
Spatio-Temporal Adversarial Learning for Detecting Unseen Falls
Shehroz S. Khan, Jacob Nogas, Alex Mihailidis
Fall detection is an important problem from both the health and machine learning perspective. A fall can lead to severe injuries, long term impairments or even death in some cases.…
Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data
Shehroz S. Khan, Amir Ahmad, Alex Mihailidis
Presence of missing values in a dataset can adversely affect the performance of a classifier. Single and Multiple Imputation are normally performed to fill in the missing values. I…