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Using adaptive and intelligent methods in constructing of a model of seismic noise

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Abstract

In the paper, an attempt is made to develop an approach to analysis of seismic signals with the use of Data Mining techniques. A system for registering of signals of seismic noise is described. Algorithms for signal segmentation are proposed.

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Authors and Affiliations

  1. St. Petersburg State Electrotechnical University, ul. Prof. Popov 5, St. Petersburg, 197376, Russia

    V. V. Geppener

  2. Kamchatka State Pedagogical University, ul. Pogranichnaya, 4, Petropavlovsk-Kamchatsky, 683032, Russia

    A. B. Tristanov

  3. Institute of Volcanology and Seismology, Far East Division, Russian Academy of Sciences, bul’v. Piipa 9, Petropavlosk-Kamchatsky, 683032, Russia

    P. P. Firstov & O. P. Rulenko

Authors
  1. V. V. Geppener
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  2. A. B. Tristanov
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  3. P. P. Firstov
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  4. O. P. Rulenko
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Corresponding author

Correspondence to V. V. Geppener.

Additional information

Geppener Vladimir Vladimirovich. Born 1940. Graduated from the Leningrad Electrotechnical Institute in 1964. Received candidate’s degree (in Engineering) in 1969 and Doctoral degree (in Engineering) in 2000. Professor at the Chair of Mathematical Software and Computer Applications of the St. Petersburg Electrotechnical University. Scientific interests: systems of signal processing, methods of artificial intelligence, and pattern recognition theory. Author and coauthor of more than 150 scientific publications. Member of the Russian Association for Pattern Recognition and Image Analysis.

Tristanov Aleksandr Borisovich. Born 1981. Graduated with honors from the Kamchatka State Technical University in 2003. Post-graduate student at the Kamchatka State Pedagogical University. Works as an Assistant Professor at the Kamchatka State Pedagogical University. Scientific interests: systems of digital signal processing, methods of artificial intelligence, and frequency-time analysis of signals. Author of 10 scientific publications.

Firstov Pavel Pavlovich. Born 1941. Graduated with honors from Polzunov Altai State Polytechnical Institute in 1963. Candidate of Sciences in Physics and Mathematics. Since 1965 works at the Institute of Volcanology and Seismology of the Far East Division of the Russian Academy of Sciences; Head of a laboratory. Scientific interest: volcanic acoustics, nature of earthquake predecessors. Author and coauthor of more than 100 papers and one monograph.

Rulenko Oleg Petrovich. Born 1946. Graduated with honors from the Department of Physics and Mathematics of the Kamchatka State Pedagogical Institute in 1968. Received candidate’s degree (in Physics and Mathematics) in 1994. Senior Researcher at the Institute of Volcanology and Seismology of the Far East Division of the Russian Academy of Sciences. Scientific interests: atmospheric electricity, interaction of lithosphere and atmosphere, physics of earthquake predecessors. Author of 29 scientific publications.

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Geppener, V.V., Tristanov, A.B., Firstov, P.P. et al. Using adaptive and intelligent methods in constructing of a model of seismic noise. Pattern Recognit. Image Anal. 17, 599–607 (2007). https://doi.org/10.1134/S1054661807040207

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  • DOI: https://doi.org/10.1134/S1054661807040207

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