Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows

Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows

In this paper, we present a methodology for Real-Time Activity Recognition of Interleaved Activities based on Fuzzy Logic and Recurrent Neural Networks. Firstly, we propose a representation of binary-sensor activations based on multiple Fuzzy Temporal Windows. Secondly, an ensemble of activity-based...

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Bibliographic Details
Main Authors: Javier Medina Quero, Claire Orr, Shuai Zang, Chris Nugent, Alberto Salguero, Macarena Espinilla
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Proceedings
Subjects:
real-time activity recognition
interleaved activities
fuzzy temporal windows
long short-term memory
Online Access:https://www.mdpi.com/2504-3900/2/19/1225

Internet

https://www.mdpi.com/2504-3900/2/19/1225

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