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  • Conference proceedings
  • © 2003

Neural Networks and Soft Computing

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

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

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Table of contents (143 papers)

  1. Neural Networks

    1. A Neural Network Based Approach For Sensors Issued Data Fusion

      • Abdennasser Chebira, Kourosh Madani
      Pages 155-160
    2. Population Learning Metaheuristic for Neural Network Training

      • Ireneusz Czarnowski, Piotr Jędrzejowicz
      Pages 161-166
    3. A Penalty Function to Obtain Satisfactory Local Models of Complex Systems

      • Grzegorz Drałus, Jerzy Świątek
      Pages 167-172
    4. Feature Selection Based on Information Theory Filters

      • Włodzisław Duch, Jacek Biesiada, Tomasz Winiarski, Karol Grudziński, Krzysztof Grąbczewski
      Pages 173-178
    5. Neural Network Design without Learning

      • E. Dudek-Dyduch, Z. Gomółka
      Pages 179-187
    6. Input Ranking Revisited: A Theoretical Input Sensitivity Approach

      • Sanggil Kang, Can Isik, Steven Morphet
      Pages 200-205
    7. On the Influence of Synaptic Dilution on Memory Properties of Neural Networks

      • Robert A. Kosiński, Magdalena M. Sinołęcka
      Pages 206-211
    8. Evaluation of Dipolar Neural Networks in Survival Time Prediction

      • Małgorzata Krętowska, Leon Bobrowski
      Pages 230-235
    9. Regression Hyper Surfaces with a Modified Neural Network Architecture

      • L. F. Mingo, P. Gisbert, J. D. Carrillo, C. Hernández
      Pages 242-249
    10. Extended RBF Nets — Preliminary Studies

      • Ewaryst Rafajłowicz
      Pages 256-261
    11. On Very Large Scale Hamiltonian Neural Nets

      • Wieslaw Sienko, Wieslaw Citko
      Pages 268-273
  2. Fuzzy Systems

    1. On sup — * Compositions of Fuzzy Implications

      • Michał Baczyński, Józef Drewniak, Jolanta Sobera
      Pages 274-279

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

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access