GHSOMGrowing Hierarchical Self-Organizing Map
Copyright 1988-2018, All rights reserved.
References in periodicals archive ?
Xia, "Using improved GHSOM for intrusion detection," Journal of Information Assurance and Security, vol.
Growing Hierarchical SOM (GHSOM) SOM block used in the architecture [20], KDD CUP 99 proposed in this paper has some characteristics of growing SOM - it grows horizontally until defined value is reached.
In that paper, feature selection is carried out by a multiobjective optimization, and both anomaly detection and attack classification are fulfilled by the growing hierarchical self-organizing maps (GHSOMs) [50].