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Neural Networks and Soft Computing

Proceedings of the Sixth International Conference on Neural Network and Soft Computing, Zakopane, Poland, June 11-15, 2002

  • Conference proceedings
  • © 2003

Overview

Editors:
  1. Leszek Rutkowski

    1. Department of Computer Engineering, Technical University Częstochowa, Częstochowa, Poland

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    You can also search for this editor in PubMed   Google Scholar

  2. Janusz Kacprzyk

    1. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Advances in Intelligent and Soft Computing (AINSC, volume 19)

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Table of contents (143 papers)

  1. Front Matter

    Pages I-XX
    Download chapter PDF

  2. Invited Papers

    1. It is a Fundamental Limitation to Base Probability Theory on Bivalent Logic

      • Lotfi A. Zadeh
      Pages 1-3

    2. Soft Variables as a Generalization of Uncertain, Random and Fuzzy Variables

      • Z. Bubnicki
      Pages 4-17

    3. Decision Algorithms, Bayes’ Theorem and Flow Graphs

      • Zdzisław Pawlak
      Pages 18-24

    4. New Consideration on Criteria of Model Selection

      • Shun-ichi Amari
      Pages 25-30

    5. Generalized Conjunction, Disjunction and Negation Operations in Fuzzy Modeling

      • Ildar Batyrshin
      Pages 31-39

    6. Image Data Compression/Reconstruction by Fuzzy Relational Equation

      • Kaoru Hirota, Hajime Nobuhara, Witold Pedrycz
      Pages 40-47

    7. Interpolation in Hierarchical Rule Bases

      • László T. Kóczy, Leila Muresan, Kornél Csányi, Kaoru Hirota
      Pages 48-53

    8. On Algebraic Operations on Fuzzy Reals

      • Witold Kosiński, Piotr Prokopowicz, Dominik Ślęzak
      Pages 54-61

    9. Formal Fuzzy Logic and Its Use in Modeling of Vagueness and Computing with Words

      • Vilém Novák
      Pages 62-72

    10. Independent Component Analysis for Simultaneous Active Noise Canceling and Blind Signal Separation

      • Hyung Min Park, Tae-Su Kim, Yoon-Kyung Choi, Soo-Young Lee
      Pages 73-78

    11. On The Universality of The Single-Layer Perceptron Model

      • Šarūnas Raudys
      Pages 79-86

    12. A Hybrid Connectionist for Multiple Regression

      • Rudy Setiono, Jacek M. Zurada
      Pages 87-94

    13. Financial Fraud Identification Using MF-ARTMAP Neural Networkα

      • Peter Sinčák, Marcel Hric, Richard Val’o, Pavol Horanský, Pavel Karel
      Pages 95-106

    14. Radial Basis Function Neural Networks: Theory and Applications

      • Paweł Strumiłło, Władysław Kamiński
      Pages 107-119

    15. Introduction of Interactive Evolutionary Computation and Its Applications to CG Creativity

      • Hideyuki Takagi
      Pages 120-127

    16. Neuroinformatics Research in Vision

      • Shiro Usui
      Pages 128-134

    17. Soft Computing in Hardware Implementations

      • Bogdan. M. Wilamowski, Okyay M. Kaynak
      Pages 135-142
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Keywords

About this book

 

This volume presents new trends and developments in soft computing techniques. Topics include: neural networks, fuzzy systems, evolutionary computation, knowledge discovery, rough sets, and hybrid methods. It also covers various applications of soft computing techniques in economics, mechanics, medicine, automatics and image processing. The book contains contributions from internationally recognized scientists, such as Zadeh, Bubnicki, Pawlak, Amari, Batyrshin, Hirota, Koczy, Kosinski, Novák, S.-Y. Lee, Pedrycz, Raudys, Setiono, Sincak, Strumillo, Takagi, Usui, Wilamowski and Zurada. An excellent overview of soft computing methods and their applications.

Editors and Affiliations

  • Department of Computer Engineering, Technical University Częstochowa, Częstochowa, Poland

    Leszek Rutkowski

  • Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

    Janusz Kacprzyk

Bibliographic Information

  • Book Title: Neural Networks and Soft Computing

  • Book Subtitle: Proceedings of the Sixth International Conference on Neural Network and Soft Computing, Zakopane, Poland, June 11-15, 2002

  • Editors: Leszek Rutkowski, Janusz Kacprzyk

  • Series Title: Advances in Intelligent and Soft Computing

  • DOI: https://doi.org/10.1007/978-3-7908-1902-1

  • Publisher: Physica Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Physica-Verlag Heidelberg 2003

  • Softcover ISBN: 978-3-7908-0005-0Published: 12 February 2003

  • eBook ISBN: 978-3-7908-1902-1Published: 20 March 2013

  • Series ISSN: 1867-5662

  • Series E-ISSN: 1867-5670

  • Edition Number: 1

  • Number of Pages: XL, 914

  • Topics: Artificial Intelligence

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