DeepSEAS: Smartphone-based Early Ailment Sensing Using Coupled LSTM AutoEncoders

Infectious diseases epidemics such as the current COVID-19 pandemic have an immense impact on all facets of life. Consequently, the current dearth of effective and timely public health surveillance methods, especially at the individual level, have been accentuated, prompting research into supplement...

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Vydané v:	2020 IEEE International Conference on Big Data (Big Data) s. 4911 - 4918
Hlavní autori:	Murthy, Shreesha Narasimha, Asani, Florina, Srikanthan, Srinarayan, Agu, Emmanuel
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 10.12.2020
Predmet:	Big Data Biology Influenza LSTM Autoencoder Mean-Shift Clustering Proximity Sensors Smart phones Social networking (online) Surveillance Transforms WLAN
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