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Novelty detection: a review-part 1: neural network based approaches

by: M Markou, S Singh
(2003)


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Novelty detection is the ident ification of new or unknown data or signal that a machine learning system is not aware of during training. In this paper we focus on neural network based approaches for novelty detection. Statistical approaches are covered in part-I paper.


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