23 citations · 42 across the 2 of their papers we have counts for
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cs.CR2009★ 23 cited
An ensemble approach for feature selection of Cyber Attack Dataset
Shailendra Singh, Sanjay Silakari
Feature selection is an indispensable preprocessing step when mining huge datasets that can significantly improve the overall system performance. Therefore in this paper we focus o…
cs.CR2009★ 19 cited
Generalized Discriminant Analysis algorithm for feature reduction in Cyber Attack Detection System
Shailendra Singh, Sanjay Silakari
This Generalized Discriminant Analysis (GDA) has provided an extremely powerful approach to extracting non linear features. The network traffic data provided for the design of intr…