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    Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements

    Access Status
    Fulltext not available
    Authors
    Goh, Kwang Leng
    Morris, Susan
    Rosalie, Simon
    Foster, C.
    Falkmer, Torbjorn
    Tan, Tele
    Date
    2016
    Type
    Conference Paper
    
    Metadata
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    Citation
    Goh, K. and Morris, S. and Rosalie, S. and Foster, C. and Falkmer, T. and Tan, T. 2016. Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements, in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 20-25 2016, pp. 844-848. Shanghai: IEEE.
    Source Title
    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
    DOI
    10.1109/ICASSP.2016.7471794
    ISBN
    9781479999880
    School
    School of Physiotherapy and Exercise Science
    URI
    http://hdl.handle.net/20.500.11937/9525
    Collection
    • Curtin Research Publications
    Abstract

    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.

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