Hybrid of binary gravitational search algorithm and mutual information for feature selection in intrusion detection systems

Author:

Bostani Hamid,Sheikhan Mansour

Publisher

Springer Science and Business Media LLC

Subject

Geometry and Topology,Theoretical Computer Science,Software

Reference51 articles.

1. Amiri F, RezaeiYousefi M, Lucas C, Shakery A, Yazdani N (2011) Mutual information-based feature selection for intrusion detection systems. J Netw Comput Appl 34(4):1184–1199. doi: 10.1016/j.jnca.2011.01.002

2. Battiti R (2002) Using mutual information for selecting features in supervised neural networks learning. IEEE Trans Neural Networ 5(4):537–550. doi: 10.1109/72.298224

3. Bhuse V, Gupta A (2006) Anomaly intrusion detection in wireless sensor networks. J High Speed Netw 15(1):33–51

4. Blake CL, Merz CJ (1998) UCI repository of machine learning databases. Department of Information and Computer Science, University of California, Irvine. http://mrl.cs.umass.edu/ml/datasets . Accessed 21 May 2008

5. Bonev BI (2010) Feature selection based on information theory. Dissertation, University of Alicante

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