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Artificial Intelligence and Soft Computing

12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I

  • Conference proceedings
  • © 2013

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Editors:
  1. Leszek Rutkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  2. Marcin Korytkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  3. Rafał Scherer

    1. Częstochowa University of Technology, Częstochowa, Poland

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  4. Ryszard Tadeusiewicz

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

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  5. Lotfi A. Zadeh

    1. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, USA

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  6. Jacek M. Zurada

    1. Electrical and Computer Engineering, University of Louisville, Louisville, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7894)

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

Included in the following conference series:

Conference proceedings info: ICAISC 2013.

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Table of contents (57 papers)

  1. Front Matter

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  2. Neural Networks and Their Applications

    1. Neural Data Analysis: Ensemble Neural Network Rule Extraction Approach and Its Theoretical and Historical Backgrounds

      • Yoichi Hayashi
      Pages 1-19

    2. A New Method of Centers Location in Gaussian RBF Interpolation Networks

      • Marek Bazan, Ewa Skubalska-Rafajłowicz
      Pages 20-31

    3. Parallel Approach to Learning of the Recurrent Jordan Neural Network

      • Jarosław Bilski, Jacek Smoląg
      Pages 32-40

    4. Agent-Based Population Learning Algorithm for RBF Network Tuning

      • Ireneusz Czarnowski, Piotr Jędrzejowicz
      Pages 41-51

    5. Forecasting Time Series with Multiple Seasonal Cycles Using Neural Networks with Local Learning

      • Grzegorz Dudek
      Pages 52-63

    6. Reinforcement Learning in Discrete Neural Control of the Underactuated System

      • Zenon Hendzel, Andrzej Burghardt, Marcin Szuster
      Pages 64-75

    7. Associative Text Representation and Correction

      • Adrian Horzyk, Marcin Gadamer
      Pages 76-87

    8. Some Aspects of Neural Network State Variable Estimator Improvement in Induction Motor Drive

      • Jerzy Jelonkiewicz, Łukasz Laskowski
      Pages 88-95

    9. The Echo State Network on the Graphics Processing Unit

      • Tūreiti Keith, Stephen J. Weddell
      Pages 96-107

    10. Solution of Inverse Kinematics by PSO Based on Split and Merge of Particles

      • Koji Kinoshita, Kenji Murakami, Masaharu Isshiki
      Pages 108-117

    11. Probabilistic Neural Network Structure Reduction for Medical Data Classification

      • Maciej Kusy, Jacek Kluska
      Pages 118-129

    12. Development of Explicit Neural Predictive Control Algorithm Using Particle Swarm Optimisation

      • Maciej Ławryńczuk
      Pages 130-139

    13. Designing of State-Space Neural Model and Its Application to Robust Fault Detection

      • Marcin Mrugalski
      Pages 140-149

    14. Employing Self-Organizing Map for Fraud Detection

      • Dominik Olszewski, Janusz Kacprzyk, Sławomir Zadrożny
      Pages 150-161

    15. A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods

      • Diego Peteiro-Barral, Bertha Guijarro-Berdiñas
      Pages 162-173

    16. Testing the Generalization of Feedforward Neural Networks with Median Neuron Input Function

      • Andrzej Rusiecki
      Pages 174-182

    17. Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks

      • Alberione Braz da Silva, João Luís Garcia Rosa
      Pages 183-192

    18. Random Sieve Based on Projections for RBF Neural Net Structure Selection

      • Ewa Skubalska-Rafajłowicz, Ewaryst Rafajłowicz
      Pages 193-204

    19. Eigenvalue Spectra of Functional Networks in fMRI Data and Artificial Models

      • Katarzyna Zając, Jarosław Piersa
      Pages 205-214
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Other volumes

  1. Artificial Intelligence and Soft Computing

  2. Artificial Intelligence and Soft Computing

Keywords

About this book

The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. The 57 papers included in the first volume are organized in the following topical sections: neural networks and their applications; fuzzy systems and their applications; pattern classification; and computer vision, image and speech analysis.

Editors and Affiliations

  • Częstochowa University of Technology, Częstochowa, Poland

    Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer

  • AGH University of Science and Technology, Kraków, Poland

    Ryszard Tadeusiewicz

  • Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, USA

    Lotfi A. Zadeh

  • Electrical and Computer Engineering, University of Louisville, Louisville, USA

    Jacek M. Zurada

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