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Internet security applications of GröBner-Shirshov bases

journal contribution
posted on 2010-09-01, 00:00 authored by A Kelarev, John YearwoodJohn Yearwood, P Watters
This article is motivated by internet security applications of multiple classifiers designed for the detection of malware. Following a standard approach in data mining, Dazeley et al. (Asian-European J. Math. 2 (2009)(1) 4156) used Gröbner-Shirshov bases to define a family of multiple classifiers and develop an algorithm optimizing their properties. The present article complements and strengthens these results. We consider a broader construction of classifiers and develop a new and more general algorithm for the optimization of their essential properties. © 2010 World Scientific Publishing Company.

History

Journal

Asian-European Journal of Mathematics

Volume

3

Issue

3

Pagination

435 - 442

Publisher

World Scientific Publishing

ISSN

1793-5571

eISSN

1793-7183

Publication classification

CN.1 Other journal article

Copyright notice

2010, World Scientific Publishing

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