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eess.SP2022★ 1 cited
Human Activity Recognition on Time Series Accelerometer Sensor Data using LSTM Recurrent Neural Networks
Chrisogonas O. Odhiambo, Sanjoy Saha, Corby K. Martin +1
The use of sensors available through smart devices has pervaded everyday life in several applications including human activity monitoring, healthcare, and social networks. In this…
cs.NE2022
Application of Dimensional Reduction in Artificial Neural Networks to Improve Emergency Department Triage During Chemical Mass Casualty Incidents
Nicholas D. Boltin, Joan M. Culley, Homayoun Valafar
Chemical Mass Casualty Incidents (MCI) place a heavy burden on hospital staff and resources. Machine Learning (ML) tools can provide efficient decision support to caregivers. Howev…