On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles
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It has been shown that unsupervised outlier detection methods can be adapted to the one-class classification problem (Janssens and Postma, in: Proceedings of the 18th annual Belgian-Dutch on machine learning, pp 56-64, 2009; Janssens et al. in: Proceedings of ... ...