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Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements
School of Civil and Mechanical Engineering, Curtin University, Australia.
School of Physiotherapy and Exercise Science, Curtin University, Australia.
School of Physiotherapy andPhysiotherapy and Exercise Science, Curtin University, Australia.
Physiotherapy and Exercise Science, Curtin University, Australia.
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2016 (English)In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, ISSN 1520-6149, 844-848 p.Article in journal (Refereed) Published
Abstract [en]

Autism spectrum disorders (ASD) are neurodevelopmental disorders which affect a persons ability to interact with the world around him/her. Emerging studies have shown abnormal postural control in people with ASD. The aim of this study was to enable the classification of adults with ASD and typically developed (TD) adults based on force plate measurements of centre of pressure. Nineteen typical adults and eleven adults diagnosed with ASD primarily high functioning autism or Asperger's syndrome participated in this study. A correlation-based feature selection algorithm was used to evaluate the quality of the attributes and the results have achieved up to 0.976 classification accuracy. 

Place, publisher, year, edition, pages
2016. 844-848 p.
Keyword [en]
Autism spectrum disorder; classification; correlation-based feature selection; frequency analysis
National Category
Psychiatry Occupational Therapy
Identifiers
URN: urn:nbn:se:hj:diva-34124DOI: 10.1109/ICASSP.2016.7471794ScopusID: 2-s2.0-84973325076Local ID: HHJCHILDISOAI: oai:DiVA.org:hj-34124DiVA: diva2:1050904
Conference
41st IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai International Convention CenterShanghai; China; 20 March 2016 through 25 March 2016
Available from: 2016-11-30 Created: 2016-11-30 Last updated: 2016-11-30

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Falkmer, Torbjörn
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HHJ, Dep. of RehabilitationHHJ. CHILD
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