Impact of the Structure of Data Pre-processing Pipelines on the Performance of Classifiers When Applied to Imbalanced Network Intrusion Detection System Dataset

I. Al-Mandhari, L. Guan, Eran A. Edirisinghe. Impact of the Structure of Data Pre-processing Pipelines on the Performance of Classifiers When Applied to Imbalanced Network Intrusion Detection System Dataset. In Yaxin Bi, Rahul Bhatia, Supriya Kapoor, editors, Intelligent Systems and Applications - Proceedings of the 2019 Intelligent Systems Conference, IntelliSys 2019, London, UK, September 5-6, 2019, Volume 1. Volume 1037 of Advances in Intelligent Systems and Computing, pages 577-589, Springer, 2019. [doi]