2 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 1 cited
Actionable Interpretation of Machine Learning Models for Sequential Data: Dementia-related Agitation Use Case
Nutta Homdee, John Lach
Machine learning has shown successes for complex learning problems in which data/parameters can be multidimensional and too complex for a first-principles based analysis. Some appl…
eess.SP2020★ 1 cited
Prediction of Dementia-related Agitation Using Multivariate Ambient Environmental Time-series Data
Nutta Homdee
Dementia-related agitation causes high stress for dementia caregivers (CG) and to persons with dementia (PWD). Current clinical research suggests that dementia agitation can be aff…
cs.LG2019★ 2 cited
Enabling Smartphone-based Estimation of Heart Rate
Nutta Homdee, Mehdi Boukhechba, Yixue W. Feng +3
Continuous, ubiquitous monitoring through wearable sensors has the potential to collect useful information about users' context. Heart rate is an important physiologic measure used…