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Artificial Intelligence and Soft Computing – ICAISC 2006

8th International Conference, Zakopane, Poland, June 25-29, 2006, Proceedings

  • Conference proceedings
  • © 2006

Overview

Editors:
  1. Leszek Rutkowski

    1. Department of Artificial Intelligence, Academy of Humanities and Economics, Poland

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  2. Ryszard Tadeusiewicz

    1. Institute of Automatics, AGH University of Science and Technology, Kraków, Poland

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  3. Lotfi A. Zadeh

    1. Department of Electrical Engineering and Computer Sciences, Berkeley Initiative in Soft Computing (BISC), University of California, Berkeley, USA

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  4. Jacek M. Żurada

    1. Department of Electrical Engineering, University of Louisville, Louisville, U.S.A

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4029)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ICAISC 2006.

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Table of contents (128 papers)

  1. Front Matter

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  2. Neural Networks and Their Applications

    1. Multichannel Data Aggregation by Layers of Formal Neurons

      • Leon Bobrowski
      Pages 1-8

    2. Estimation of Distribution Algorithm for Optimization of Neural Networks for Intrusion Detection System

      • Yuehui Chen, Yong Zhang, Ajith Abraham
      Pages 9-18

    3. Neural Network Implementation in Reprogrammable FPGA Devices – An Example for MLP

      • Marek Gorgoń, Mateusz Wrzesiński
      Pages 19-28

    4. A New Approach for Finding an Optimal Solution and Regularization by Learning Dynamic Momentum

      • Eun-Mi Kim, Jong Cheol Jeong, Bae-Ho Lee
      Pages 29-36

    5. Domain Dynamics in Optimization Tasks

      • Boris Kryzhanovsky, Bashir Magomedov
      Pages 37-45

    6. Nonlinear Function Learning by the Normalized Radial Basis Function Networks

      • Adam Krzyżak, Dominik Schäfer
      Pages 46-55

    7. Sum and Product Kernel Regularization Networks

      • Petra Kudová, Terezie Šámalová
      Pages 56-65

    8. Chaotic Cellular Neural Networks with Negative Self-feedback

      • Wen Liu, Haixiang Shi, Lipo Wang, Jacek M. Zurada
      Pages 66-75

    9. An Efficient Nonlinear Predictive Control Algorithm with Neural Models and Its Application to a High-Purity Distillation Process

      • Maciej Ławryńczuk, Piotr Tatjewski
      Pages 76-85

    10. Creativity of Neural Networks

      • Urszula Markowska-Kaczmar, Katarzyna Czeczot
      Pages 86-93

    11. Speed Up of the SAMANN Neural Network Retraining

      • Viktor Medvedev, Gintautas Dzemyda
      Pages 94-103

    12. Application of Neural Networks in Chain Curve Modelling

      • Andrzej Piegat, Izabela Rejer, Marek Mikolajczyk
      Pages 104-112

    13. RBF Nets in Faults Localization

      • Ewaryst Rafajłowicz
      Pages 113-122

    14. A Hypertube as a Possible Interpolation Region of a Neural Model

      • Izabela Rejer, Marek Mikolajczyk
      Pages 123-132

    15. RBF Neural Network for Probability Density Function Estimation and Detecting Changes in Multivariate Processes

      • Ewa Skubalska-Rafajłowicz
      Pages 133-141

    16. Fast Orthogonal Neural Networks

      • Bartłomiej Stasiak, Mykhaylo Yatsymirskyy
      Pages 142-149

    17. AI Methods in Solving Systems of Interval Linear Equations

      • Nguyen Hoang Viet, Michal Kleiber
      Pages 150-159

    18. A Fast and Numerically Robust Neural Network Training Algorithm

      • Youmin Zhang
      Pages 160-169

  3. Fuzzy Systems and Their Applications

    1. On Interpretation of Non-atomic Values and Induction of Decision Rules in Fuzzy Relational Databases

      • Rafal A. Angryk
      Pages 170-181
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  1. Artificial Intelligence and Soft Computing – ICAISC 2006

Keywords

Editors and Affiliations

  • Department of Artificial Intelligence, Academy of Humanities and Economics, Poland

    Leszek Rutkowski

  • Institute of Automatics, AGH University of Science and Technology, Kraków, Poland

    Ryszard Tadeusiewicz

  • Department of Electrical Engineering and Computer Sciences, Berkeley Initiative in Soft Computing (BISC), University of California, Berkeley, USA

    Lotfi A. Zadeh

  • Department of Electrical Engineering, University of Louisville, Louisville, U.S.A

    Jacek M. Żurada

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