Multiclass Classification of Anomalous States of Computer Systems by Means of Intellectual Analysis of System Journals

Author:

Sheluhin O. I.,Kostin D. V.,Gorodnichev M. G.

Publisher

Allerton Press

Subject

Signal Processing,Control and Systems Engineering,Software

Reference11 articles.

1. Sheluhin, O., Ryabinin, V., and Farmakovskiy, M., Anomaly detection in computer system by intellectual analysis of system journals, Vopr. Kiberbezop., 2018, no. 2, pp. 33–43. https://doi.org/10.21681/2311-3456-2018-2-33-43

2. Sheluhin, O.I. and Osin, A.V., Anomaly states monitoring of large-scale systems with intellectual analysis of system logs, The 24th Conference of Open Innovations Association FRUCT, Moscow, 2019. https://doi.org/10.23919/FRUCT.2019.8711915

3. Scoring, term weighting, and the vector space model;C.D. Manning,2008

4. Jones, K.S., A statistical interpretation of term specificity and its application in retrieval, J. Doc., 2004, vol. 60, no. 5, p. 493502.

5. Sheluhin, O.I., Erokhin, S.D., and Vanushina, A.V., Klassifikatsiya ip-trafika metodami mashinnogo obucheniya (Classification of IP-Traffic Using Machine Learning Methods), Moscow: Goryachaya-Liniya – Telekom, 2018.

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