Embedding-based real-time change point detection with application to activity segmentation in smart home time series data

Author:

Bermejo Unai,Almeida AitorORCID,Bilbao-Jayo Aritz,Azkune Gorka

Funder

Ministerio de Ciencia, Innovación y Universidades

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference45 articles.

1. Predicting human behaviour with recurrent neural networks;Almeida;Applied Sciences,2018

2. Embedding-level attention and multi-scale convolutional neural networks for behaviour modelling;Almeida,2018

3. A survey of methods for time series change point detection;Aminikhanghahi;Knowledge and Information Systems,2017

4. Using change point detection to automate daily activity segmentation;Aminikhanghahi,2017

5. Enhancing activity recognition using CPD-based activity segmentation;Aminikhanghahi;Pervasive and Mobile Computing,2019

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