Adoption of the activation function fusion approach to identify human activity recognition in a semi-supervised neural network

INTRODUCTION: Neural networks are a popular type of algorithm for human activity monitoring which canbuild intelligent systems from labelled data in an automated fashion. Obtaining accurately labelled data is costly; it requires time and effort, which can be cumbersome because it interrupts the user...

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Bibliographic Details
Main Authors: Netzahualcoyotl Hernandez, Chris Nugent, Ian McChesney, Shuai Zhang, Jesus Favela
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2019-02-01
Series:EAI Endorsed Transactions on Pervasive Health and Technology
Subjects:
Online Access:https://eudl.eu/pdf/10.4108/eai.30-10-2018.161669