Optimised one-class classification performance

Author:

Lenz Oliver UrsORCID,Peralta DanielORCID,Cornelis ChrisORCID

Funder

Research Foundation - Flanders

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference53 articles.

1. Agarwal, S., & Sureka, A. (2015). Using KNN and SVM based one-class classifier for detecting online radicalization on Twitter. ICDCIT 2015: Proceedings of the 11th international conference on distributed computing and internet technology (pp. 431–442). Springer.

2. Antal, M., & Szabó, L. Z. (2015). An evaluation of one-class and two-class classification algorithms for keystroke dynamics authentication on mobile devices. CSCS 2015: Proceedings of the 20th international conference on control systems and computer science (pp. 343–350). IEEE.

3. Ban, T., & Abe, S. (2006). Implementing multi-class classifiers by one-class classification methods. IJCNN 2006: Proceedings of the IEEE international joint conference on neural networks (pp. 327–332). IEEE.

4. Bekker, J., & Davis, J. (2020). Learning from positive and unlabeled data: A survey. Machine Learning, 109(4), 719–760.

5. Benavoli, A., Corani, G., & Mangili, F. (2016). Should we really use post-hoc tests based on mean-ranks? Journal of Machine Learning Research, 17(5), 152–161.

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