Title

Fuzzy interpretation for temporal-difference learning in anomaly detection problems

Journal title

Bulletin of the Polish Academy of Sciences Technical Sciences

Yearbook

2016

Volume

64

Issue

No 3

Authors

Sukhanov, A.V. ; Kovalev, S.M. ; Stýskala, V.

Divisions of PAS

Nauki Techniczne

Coverage

625-632

Date

2016

Identifier

DOI: 10.1515/bpasts-2016-0070 ; ISSN 2300-1917

Source

Bulletin of the Polish Academy of Sciences: Technical Sciences; 2016; 64; No 3; 625-632

References

Xu (2010), Sequential anomaly detection based on temporal - difference learning : Principles models and case studies, Applied Soft Computing, 10, 859, doi.org/10.1016/j.asoc.2009.10.003 ; Chandola (2009), Anomaly detection survey, ACM Computing Surveys, 41, 1, doi.org/10.1145/1541880.1541882 ; Ye (2000), A Markov chain model of temporal behavior for anomaly detection Proceedings of the Systems Man and Cybernetics Information Assurance and Security Workshop, IEEE, 171. ; Kovalev (2014), Hybrid stochastic model based detection of specific patterns in time series Izvestiya in, Engineering sciences, 4, 153.