Behaviour recognition in smart homes : a dissertation presented in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Computer Science at Massey University, Manawatu, New Zealand

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Title

Behaviour recognition in smart homes : a dissertation presented in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Computer Science at Massey University, Manawatu, New Zealand

Content partner

Massey University

Collection

Massey Research Online

Description

In the context of this thesis, behaviour recognition aims to infer the particular behaviours of the inhabitant of a smart home from a series of sensor readings from around the house. This thesis views the behaviour recognition problem as a task of mapping the sensory outputs to a sequence of activities performed by the inhabitant. The main focus is the development of machine learning methods to find an approximation to the mapping between sensor outputs and behaviours. While there have been m...

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Format

Research paper

Research format

Thesis

Thesis level

Doctoral

Date created

2012

Creator

Chua, Sook-Ling / Chua, Sook

URL

https://hdl.handle.net/10179/4085

Related subjects

Human recognition systems / Home automation

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