PINNING THE TAIL ON THE DISTRIBUTION: A MULTIVARIATE EXTENSION TO THE GENERALISED PARETO DISTRIBUTION
Novelty detection is often used for analysis where there are insufficient examples of "abnormal" data to take a multi-class approach to classification. Models of normality are constructed from commonly-available examples of "normal" behaviour, and we then reason about the presenc...
| Main Authors: | , , , |
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| Format: | Conference item |
| Published: |
2011
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