An overview and a benchmark of active learning for outlier detection with one-class classifiers

Author:

Trittenbach Holger,Englhardt Adrian,Böhm Klemens

Funder

Deutsche Forschungsgemeinschaft

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference49 articles.

1. Outlier analysis;Aggarwal,2015

2. Counter-example generation-based one-class classification;Bánhalmi,2007

3. Active learning for one-class classification;Barnabé-Lortie,2015

4. Towards user-centered active learning algorithms;Bernard;Computer Graphics Forum,2018

5. How to select information that matters: A comparative study on active learning strategies for classification;Beyer,2015

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