Overview

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

Full Product Details

Author:   Alexej Gvishiani ,  Jacques O. Dubois
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Softcover reprint of hardcover 1st ed. 2002
Dimensions:   Width: 15.50cm , Height: 1.90cm , Length: 23.50cm
Weight:   0.563kg
ISBN:  

9783642077579

ISBN 10:   3642077579
Pages:   347
Publication Date:   15 December 2010
Audience:   Professional and scholarly ,  Professional and scholarly ,  Professional & Vocational ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

I Artificial Intelligence in Geophysical Data Analysis.- 1 Dynamic and Fuzzy Logic Clustering and Classification.- 2 Applications to Physics of the Earth, Seismology and Engineering Seismology.- 3 Recognition of Earthquake-Prone Areas and Seismic Hazard Assessment.- II Fractals and Dynamic Systems.- 4 Fractals and Multifractals.- 5 Dynamic System Properties and Long Time Series.- 6 Conclusions and Perspectives.- III References.- IV Index.

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