Table 1.
Related work with KDD CUP 1999.
| Authors | Year | Method |
|---|---|---|
| Leung and Leckie [7] | 2005 | Density-based and grid-based clustering |
| Meng [8] | 2011 | SVM, neural networks, and decision tree |
| Davis and Clark [10] | 2011 | Data preprocessing |
| Staudemeyer and Omlin [11] | 2013 | LSTM-RNN |
| Kim et al. [12] | 2016 | LSTM and ensemble |
| Kim et al. [13] | 2017 | DNN |
| Le et al. [14] | 2017 | DNN |
| Seo [5] | 2017 | SVM, k-NN, and decision tree |