Novelty detection for the identification of abnormalities
The principle of novelty detection offers an approach to the problem of fault detection which only requires the normal class to be defined. A model of normality is learnt by including normal examples only in the training data; abnormalities are then identified by testing for novelty against this des...
| Main Authors: | , , , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2000
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