Redundancy in dataset is a common issue that is especially severe with large dataset. Identifying and removing redundancy is beneficial to the processing, development and understanding of the dataset.

Intrusion detection systems (IDS) play a vital role in protecting computer networks from malicious activities. Dimensionality reduction techniques are commonly employed to enhance the effectiveness ...