Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements
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...
| Main Authors: | , , , , , |
|---|---|
| Format: | Conference Paper |
| Published: |
2016
|
| Online Access: | http://hdl.handle.net/20.500.11937/9525 |
| _version_ | 1848745974824960000 |
|---|---|
| author | Goh, Kwang Leng Morris, Susan Rosalie, Simon Foster, C. Falkmer, Torbjorn Tan, Tele |
| author_facet | Goh, Kwang Leng Morris, Susan Rosalie, Simon Foster, C. Falkmer, Torbjorn Tan, Tele |
| author_sort | Goh, Kwang Leng |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T06:25:53Z |
| format | Conference Paper |
| id | curtin-20.500.11937-9525 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T06:25:53Z |
| publishDate | 2016 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-95252017-09-13T14:48:44Z Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements Goh, Kwang Leng Morris, Susan Rosalie, Simon Foster, C. Falkmer, Torbjorn Tan, Tele 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. 2016 Conference Paper http://hdl.handle.net/20.500.11937/9525 10.1109/ICASSP.2016.7471794 restricted |
| spellingShingle | Goh, Kwang Leng Morris, Susan Rosalie, Simon Foster, C. Falkmer, Torbjorn Tan, Tele Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements |
| title | Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements |
| title_full | Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements |
| title_fullStr | Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements |
| title_full_unstemmed | Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements |
| title_short | Typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements |
| title_sort | typically developed adults and adults with autism spectrum disorder classification using centre of pressure measurements |
| url | http://hdl.handle.net/20.500.11937/9525 |