Software and hardware module to support decision-making of qualitative abnormal changes presence in sample data based on information metrics

Y.E. Shishkin1, A.V. Skatkov2

 1Institute of Natural and Technical Systems, RF, Sevastopol, Lenin St., 28

2Sevastopol State University, RF, Sevastopol, Universitetskaya St., 33

E-mail: iurii.e.shishkin@gmail.com

DOI: 10.33075/2220-5861-2021-2-142-151

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Discriminant approach to detect anomalies using Markov sequences

A.V. Skatkov, A.A. Bryukhovetskiy, D.V. Moiseev, Yu.E. Shishkin

 1Sevastopol State University, RF, Sevastopol, Universitetskaya St., 33

Email: dmitriymoiseev@mail.ru

2Institute of Natural and Technical Systems, RF, Sevastopol, Lenin St., 28

DOI: 10.33075/2220-5861-2019-4-43-49

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 Kullbak measure in problems of dynamic clustering of observations of the environmental state

A.V. Skatkov1, A.A. Bryukhovetskiy1, D.V. Moiseev1, Iu.E. Shishkin1,2

1 Federal State Educational Institution of Higher Education «Sevastopol State University», Russian Federation, Sevastopol, Universitetskaya St., 33

2 Institute of Natural and Technical Systems, Russian Federation, Sevastopol, Lenin St., 28

E-mail: dmitriymoiseev@mail.ru

DOI: 10.33075/2220-5861-2019-3-35-38

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Intelligent system for adaptive selection of scenarios for parametric monitoring data divergence detection

 Y.E. Shishkin1,2, A.V. Skatkov1

 1 Sevastopol State University, RF, Sevastopol, Universitetskaya St., 33

2 Institute of Natural and Technical Systems, RF, Sevastopol, Lenin St., 28

E-mail: iurii.e.shishkin@gmail.com

DOI: 10.33075/2220-5861-2019-2-37-42

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Increasing the reliability of risk assessments in the monitoring processes described by general distributions

 Y.E. Shishkin1,2, A.V. Skatkov1

1 Federal State Educational Institution of Higher Education «Sevastopol State University», Russian Federation, Sevastopol, Universitetskaya St., 33

2 Institute of Natural and Technical Systems, Russian Federation, Sevastopol, Lenin St., 28

E-mail: iurii.e.shishkin@gmail.com

DOI: 10.33075/2220-5861-2019-1-41-47

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Intelligent technology development of anomalie detection in the ecosystem of Sevastopol water area

A.V. Skatkov1, A.A. Bryukhovetskiy1, Y.E. Shishkin1,2

1 Federal State Educational Institution of Higher Education «Sevastopol State University», Russian Federation, Sevastopol, Universitetskaya St., 33

2 Institute of Natural and Technical Systems, Russian Federation, Sevastopol, Lenin St., 28

Email: iurii.e.shishkin@gmail.com

DOI: 10.33075/2220-5861-2019-1-27-34

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The concept of automated environmental monitoring intellectual system based on compact autonomous robots

 Y.E. Shishkin1,2, A.N. Grekov1

 1 Institute of Natural and Technical Systems, Russian Federation, Sevastopol, Lenin St., 28

2 Federal State Educational Institution of Higher Education «Sevastopol State University», Russian Federation, Sevastopol, Universitetskaya St., 33

Email: yourockpro@gmail.com

DOI: 10.33075/2220-5861-2018-4-63-69

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Mobile cloud micro services actor model of monitoring

Y.E. Shishkin1,2, A.V. Skatkov1

 1 Federal State Educational Institution of Higher Education «Sevastopol State University», Russian Federation, Sevastopol, Universitetskaya St., 33

2 Institute of Natural and Technical Systems, Russian Federation, Sevastopol, Lenin St., 28

Email: yourockpro@gmail.com

DOI: 10.33075/2220-5861-2018-4-56-62

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Method for detecting anomalies in an interactive mode in observations scalar fields gradients

Y.E. Shishkin1,2, A.V. Skatkov1

1 Federal State Educational Institution of Higher Education «Sevastopol State University»,

Russian Federation, Sevastopol, Universitetskaya St., 33

2 Institute of Natural and Technical Systems, Russian Federation, Sevastopol, Lenin St., 28

E—mail: yourockpro@gmail.com

DOI: 10.33075/2220-5861-2018-2-30-37

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