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Learning, Networks and Statistics

  • Conference proceedings
  • © 1997

Overview

Editors:
  1. Giacomo Riccia

    1. Dip. di Matematica e Informatica, University of Udine, Udine, Italy

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  2. Hans-Joachim Lenz

    1. Institut für Statistik und Ökonometrie, Free Universität of Berlin, Berlin, Germany

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  3. Rudolf Kruse

    1. University of Magdeburg, Magdeburg, Germany

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Part of the book series: CISM International Centre for Mechanical Sciences (CISM, volume 382)

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Table of contents (13 papers)

  1. Front Matter

    Pages ii-viii
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  3. Statistics and Networks

    1. Front Matter

      Pages 41-41
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    2. Adaptive Market Simulation and Risk Assessment

      • R. A. Müller
      Pages 43-54

    3. Processing of Prior-Information in Statistics by Projections on Convex Cones

      • E. Rödel
      Pages 55-63

  4. Classification and Data Mining

    1. Front Matter

      Pages 65-65
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    2. Simultaneous Visualization and Clustering Methods as an Alternative to Kohonen Maps

      • H. H. Bock
      Pages 67-85

    3. Data Analysis in Industry

      • H. Hellendoorn
      Pages 87-104

    4. Fuzzy Shell Cluster Analysis

      • F. Klawonn, R. Kruse, H. Timm
      Pages 105-119

    5. Automatic Construction of Decision Trees and Neural Nets for Classification Using Statistical Considerations

      • F. Wysotzki, W. Müller, B. Schulmeister
      Pages 121-134

    6. From the Art of KDD to the Science of KDD

      • Y. Kodratoff
      Pages 135-160

  6. Back Matter

    Pages 227-230
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Keywords

About this book

The contents of these proceedings reflect the intention of the organizers of the workshop to bring together scientists and engineers having a strong interest in interdisciplinary work in the fields of computer science, mathematics and applied statistics. Results of this collaboration are illustrated in problems dealing with neural nets, statistics and networks, classification and data mining, and (machine) learning.

Editors and Affiliations

  • Dip. di Matematica e Informatica, University of Udine, Udine, Italy

    Giacomo Riccia

  • Institut für Statistik und Ökonometrie, Free Universität of Berlin, Berlin, Germany

    Hans-Joachim Lenz

  • University of Magdeburg, Magdeburg, Germany

    Rudolf Kruse

Bibliographic Information

  • Book Title: Learning, Networks and Statistics

  • Editors: Giacomo Riccia, Hans-Joachim Lenz, Rudolf Kruse

  • Series Title: CISM International Centre for Mechanical Sciences

  • DOI: https://doi.org/10.1007/978-3-7091-2668-4

  • Publisher: Springer Vienna

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Wien 1997

  • Softcover ISBN: 978-3-211-82910-3Published: 20 October 1997

  • eBook ISBN: 978-3-7091-2668-4Published: 04 May 2014

  • Series ISSN: 0254-1971

  • Series E-ISSN: 2309-3706

  • Edition Number: 1

  • Number of Pages: VIII, 230

  • Number of Illustrations: 23 b/w illustrations

  • Topics: Artificial Intelligence, Math Applications in Computer Science

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