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Artificial Intelligence and Dynamic Systems for Geophysical Applications

  • Book
  • © 2002

Overview

Authors:
  1. Alexei Gvishiani

    1. Schmidt United Institute of Physics of the Earth RAS, Institute of Physics of the Earth, Moscow, Russia

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  2. Jacques Octave Dubois

    1. Institut de Physique du Globe de Paris, Paris Cedex 5, France

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  • Broad and new approach
  • Description of the most important geophysical data bases
  • Application of theory to concrete geophysical problems

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Table of contents (7 chapters)

  1. Front Matter

    Pages I-XIV
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  2. Artificial Intelligence in Geophysical Data Analysis

    1. Front Matter

      Pages N1-N1
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    2. Dynamic and Fuzzy Logic Clustering and Classification

      • Alexei Gvishiani, Jacques Octave Dubois
      Pages 1-70

    3. Applications to Physics of the Earth, Seismology and Engineering Seismology

      • Alexei Gvishiani, Jacques Octave Dubois
      Pages 71-122

    4. Recognition of Earthquake-Prone Areas and Seismic Hazard Assessment

      • Alexei Gvishiani, Jacques Octave Dubois
      Pages 123-170

  3. Fractals and Dynamic Systems

    1. Front Matter

      Pages 171-172
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    2. Fractals and Multifractals

      • Alexei Gvishiani, Jacques Octave Dubois
      Pages 173-238

    3. Dynamic System Properties and Long Time Series

      • Alexei Gvishiani, Jacques Octave Dubois
      Pages 239-284

    4. Conclusions and Perspectives

      • Alexei Gvishiani, Jacques Octave Dubois
      Pages 285-294

  4. References

    1. References

      • Alexei Gvishiani, Jacques Octave Dubois
      Pages 295-332

  5. Back Matter

    Pages 333-347
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Keywords

About this book

The book presents new clustering schemes, dynamical systems and pattern recognition algorithms in geophysical, geodynamical and natural hazard applications. The original mathematical technique is based on both classical and fuzzy sets models. Geophysical and natural hazard applications are mostly original. However, the artificial intelligence technique described in the book can be applied far beyond the limits of Earth science applications. The book is intended for research scientists, tutors, graduate students, scientists in geophysics and engineers

Authors and Affiliations

  • Schmidt United Institute of Physics of the Earth RAS, Institute of Physics of the Earth, Moscow, Russia

    Alexei Gvishiani

  • Institut de Physique du Globe de Paris, Paris Cedex 5, France

    Jacques Octave Dubois

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