Automated assessment of vigilance using committees of radial basis function analysers
The analysis of human vigilance (in terms of the level of subject alertness) on the basis of a small number of physiological measures is considered. Results from an initial feature selection phase are shown and the prediction of the human scoring process using committees of radial basis function (RB...
| Main Authors: | , , , , , |
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| Format: | Journal article |
| Published: |
2000
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| _version_ | 1797070978328559616 |
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| author | Roberts, S Rezek, I Everson, R Stone, H Wilson, S Alford, C |
| author_facet | Roberts, S Rezek, I Everson, R Stone, H Wilson, S Alford, C |
| author_sort | Roberts, S |
| collection | OXFORD |
| description | The analysis of human vigilance (in terms of the level of subject alertness) on the basis of a small number of physiological measures is considered. Results from an initial feature selection phase are shown and the prediction of the human scoring process using committees of radial basis function (RBF) classifiers is considered. Comparative results are shown for regression-based and classificationbased analysis on a sample of representative data sets. © IEE, 2000. |
| first_indexed | 2024-03-06T22:46:39Z |
| format | Journal article |
| id | oxford-uuid:5d69934f-1dac-4bc1-9238-e03c30576513 |
| institution | University of Oxford |
| last_indexed | 2024-03-06T22:46:39Z |
| publishDate | 2000 |
| record_format | dspace |
| spelling | oxford-uuid:5d69934f-1dac-4bc1-9238-e03c305765132022-03-26T17:34:21ZAutomated assessment of vigilance using committees of radial basis function analysersJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:5d69934f-1dac-4bc1-9238-e03c30576513Symplectic Elements at Oxford2000Roberts, SRezek, IEverson, RStone, HWilson, SAlford, CThe analysis of human vigilance (in terms of the level of subject alertness) on the basis of a small number of physiological measures is considered. Results from an initial feature selection phase are shown and the prediction of the human scoring process using committees of radial basis function (RBF) classifiers is considered. Comparative results are shown for regression-based and classificationbased analysis on a sample of representative data sets. © IEE, 2000. |
| spellingShingle | Roberts, S Rezek, I Everson, R Stone, H Wilson, S Alford, C Automated assessment of vigilance using committees of radial basis function analysers |
| title | Automated assessment of vigilance using committees of radial basis function analysers |
| title_full | Automated assessment of vigilance using committees of radial basis function analysers |
| title_fullStr | Automated assessment of vigilance using committees of radial basis function analysers |
| title_full_unstemmed | Automated assessment of vigilance using committees of radial basis function analysers |
| title_short | Automated assessment of vigilance using committees of radial basis function analysers |
| title_sort | automated assessment of vigilance using committees of radial basis function analysers |
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