multivariate-control-chart

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zenklinov / Hotelling-T-Square

This repository contains the implementation of a multivariate control chart with dimension reduction techniques, namely Factor Analysis of Mixed Data (FAMD) and Autoencoder. The control chart is designed for detecting network intrusions using network data traffic.

autoencoder dimensionality-reduction intrusion-detection-system control-chart famd multivariate-control-chart