Novelty detection with multivariate extreme value theory, part I: A numerical approach to multimodal estimation
Extreme Value Theory (EVT) describes the distribution of data considered extreme with respect to some generative distribution, effectively modelling the tails of that distribution. In novelty detection, or one-class classification, we wish to determine if data are "normal" with respect to...
| Main Authors: | , , |
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| Format: | Journal article |
| Jezik: | English |
| Izdano: |
2009
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NOVELTY DETECTION WITH MULTIVARIATE EXTREME VALUE THEORY, PART I: A NUMERICAL APPROACH TO MULTIMODAL ESTIMATION
Izdano 2009
Conference item