Overview
- Authors:
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Jacques Octave Dubois
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Institut de Physique du Globe de Paris, Paris Cedex 05, France
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Alexei Gvishiani
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Centre of Geophysical Data Studies and Telematics Applications, Moscow, Russian Federation
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Table of contents (15 chapters)
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Introduction
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 1-4
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Why the Techniques Developed in this Book are Important? (A Few Examples of Applications)
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 5-20
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Foundations
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 23-40
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Dynamic Pattern Recognition Problems and Control over Classification Reliability
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 43-60
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 61-84
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 85-96
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 97-104
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 105-120
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Dynamic Systems
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Front Matter
Pages 121-122
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 123-154
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 155-172
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 173-188
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 189-194
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 195-206
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Convex Programming and Systems of Rigid Blocks with Deformable Layers
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Front Matter
Pages 207-208
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 209-214
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- Jacques Octave Dubois, Alexei Gvishiani
Pages 215-224
About this book
This book is the latest volume in the series entitled " Data and Knowledge in a Changing World ", published by the Committee on Data for Science and Technology (CODATA) of the International Council of Scientific Unions (Icsu). This series was established to collect together, from many diverse fields, the wealth of information pertaining t.o the intelligent exploitation of data in the conduct of science and technology. This volume is the first in a two-volume series that will discuss techniques for the analysis of natural dynamic systems, and their applications to a variety of geophysical problems. The present volume lays out the theoretical foun dations for these techniques. The second volume will use these techniques in applications to fields such as seismology, geodynamics, geoelectricity, ge omagnetism, aeromagnetics, topography and bathymetry. The book consists of two parts, which describe two complementary ap proaches to the analysis of natural systems. The first, written by A. Gvishi ani, deals with dynamic pattern recognition. It lays out the mathematical VI Foreword theory and the formalized algorithms that. forms the basis for the classifi cation of vector objects and the use of this classification in the study of dynamical systems, with particular emphasis on the prediction of system behavior in space and time. It discusses the construction of classification schemes, and the evaluation of their stability and reliability.
Authors and Affiliations
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Institut de Physique du Globe de Paris, Paris Cedex 05, France
Jacques Octave Dubois
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Centre of Geophysical Data Studies and Telematics Applications, Moscow, Russian Federation
Alexei Gvishiani