TWO-CLASSIFICATION ARTIFICIAL IMMUNE SYSTEM
- Authors: Burlakov M.1
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Affiliations:
- Samara State University
- Issue: Vol 20, No 7 (2014)
- Pages: 207-220
- Section: Articles
- URL: https://journals.ssau.ru/est/article/view/4550
- DOI: https://doi.org/10.18287/2541-7525-2014-20-7-207-220
- ID: 4550
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Abstract
In the article the practical aspect of application of principles of biological immune system for solving the problem of analysis and classification of email is viewed. In the capacity of analyzed emails ordinary emails (electronic mail) and mails from closed systems (electronic document flow or business management systems) were taken. In the article two-classification artificial immune system was developed with further comparison of effectiveness of their usage with naive Bayesian classification algorithm. Practical realization of the developed system with the application in the system of analysis of emails of the commercial structure is carried out.
About the authors
M.E. Burlakov
Samara State University
Author for correspondence.
Email: morenov.sv@ssau.ru