Search Results for author: Neil Ireson

Found 2 papers, 0 papers with code

Automated Mobility Context Detection with Inertial Signals

no code implementations16 May 2022 Antonio Bevilacqua, Lisa Alcock, Brian Caulfield, Eran Gazit, Clint Hansen, Neil Ireson, Georgiana Ifrim

We explore two different approaches to this task: (1) using gait descriptors and features extracted from the input inertial signals sampled during walking episodes, together with classic machine learning algorithms, and (2) treating the input inertial signals as time series data and leveraging end-to-end state-of-the-art time series classifiers.

Time Series Time Series Analysis +1

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