Probabilistic novelty detection with support vector machines

Novelty detection, or one-class classification, is of particular use in the analysis of high-integrity systems, in which examples of failure are rare in comparison with the number of examples of stable behaviour, such that a conventional multi-class classification approach cannot be taken. Support V...

תיאור מלא

מידע ביבליוגרפי
Main Authors: Clifton, L, Clifton, D, Zhang, Y, Watkinson, P, Tarassenko, L, Yin, H
פורמט: Journal article
יצא לאור: Institute of Electrical and Electronics Engineers 2014