3 citations · 7 across the 4 of their papers we have counts for
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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…
cs.LG2020★ 3 cited
Transfer Learning for Activity Recognition in Mobile Health
Yuchao Ma, Andrew T. Campbell, Diane J. Cook +6
While activity recognition from inertial sensors holds potential for mobile health, differences in sensing platforms and user movement patterns cause performance degradation. Aimin…
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…