Výsledky vyhledávání - "Taylor R. Mauldin"

Akademický článek

SmartFall: A Smartwatch-Based Fall Detection System Using Deep Learning

Autor: Taylor R. Mauldin, Marc E. Canby, Vangelis Metsis, Anne H. H. Ngu, Coralys Cubero Rivera

Publikováno v: Sensors, Vol 18, Iss 10, p 3363 (2018)

This paper presents SmartFall, an Android app that uses accelerometer data collected from a commodity-based smartwatch Internet of Things (IoT) device to detect falls. The smartwatch is paired with a smartphone that runs the SmartFall application, wh

Externí odkaz: https://doaj.org/article/e7f4a0c311d546dc8ec13e2c226359b3

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Ensemble Deep Learning on Wearables Using Small Datasets

Autor: Taylor R. Mauldin, Marc E. Canby, Anne H. H. Ngu, Vangelis Metsis

Publikováno v: ACM Transactions on Computing for Healthcare. 2:1-30

This article presents an in-depth experimental study of Ensemble Deep Learning techniques on small datasets for the analysis of time-series data generated by wearable devices. Deep Learning networks generally require large datasets for training. In s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8608fde7e7ef4eda05692baa648b05e7
https://doi.org/10.1145/3428666

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