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Adaptive and Natural Computing Algorithms

10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part I

  • Conference proceedings
  • © 2011

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Editors:
  1. Andrej Dobnikar

    1. Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia

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  2. Uroš Lotrič

    1. Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia

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  3. Branko Šter

    1. Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6593)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

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Conference proceedings info: ICANNGA 2011.

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Table of contents (43 papers)

  1. Front Matter

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  2. Plenary Session

    1. Autonomous Discovery of Abstract Concepts by a Robot

      • Ivan Bratko
      Pages 1-11

  3. Neural Networks

    1. Kernel Networks with Fixed and Variable Widths

      • Věra Kůrková, Paul C. Kainen
      Pages 12-21

    2. Evaluating Reliability of Single Classifications of Neural Networks

      • Darko Pevec, Erik Štrumbelj, Igor Kononenko
      Pages 22-30

    3. Nonlinear Predictive Control Based on Multivariable Neural Wiener Models

      • Maciej Ławryńczuk
      Pages 31-40

    4. Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis

      • Stanislaw Osowski, Krzysztof Siwek
      Pages 41-50

    5. A Rejection Option for the Multilayer Perceptron Using Hyperplanes

      • Eduardo Gasca A., Sergio Saldaña T., José S. Sánchez G., Valentín Velásquez G., Eréndira Rendón L., Itzel M. Abundez B. et al.
      Pages 51-60

    6. Parallelization of Algorithms with Recurrent Neural Networks

      • João Pedro Neto, Fernando Silva
      Pages 61-69

    7. Parallel Training of Artificial Neural Networks Using Multithreaded and Multicore CPUs

      • Olena Schuessler, Diego Loyola
      Pages 70-79

    8. Supporting Diagnostics of Coronary Artery Disease with Neural Networks

      • Matjaž Kukar, Ciril Grošelj
      Pages 80-89

    9. The Right Delay

      • Arvind Datadien, Pim Haselager, Ida Sprinkhuizen-Kuyper
      Pages 90-99

    10. New Measure of Boolean Factor Analysis Quality

      • Alexander A. Frolov, Dusan Husek, Pavel Yu. Polyakov
      Pages 100-109

    11. Mechanisms of Adaptive Spatial Integration in a Neural Model of Cortical Motion Processing

      • Stefan Ringbauer, Stephan Tschechne, Heiko Neumann
      Pages 110-119

    12. Self-organized Short-Term Memory Mechanism in Spiking Neural Network

      • Mikhail Kiselev
      Pages 120-129

    13. Approximation of Functions by Multivariable Hermite Basis: A Hybrid Method

      • Bartlomiej Beliczynski
      Pages 130-139

    14. Using Pattern Recognition to Predict Driver Intent

      • Firas Lethaus, Martin R. K. Baumann, Frank Köster, Karsten Lemmer
      Pages 140-149

    15. Neural Networks Committee for Improvement of Metal’s Mechanical Properties Estimates

      • Olga A. Mishulina, Igor A. Kruglov, Murat B. Bakirov
      Pages 150-157

    16. Logarithmic Multiplier in Hardware Implementation of Neural Networks

      • Uroš Lotrič, Patricio Bulić
      Pages 158-168

    17. Efficiently Explaining Decisions of Probabilistic RBF Classification Networks

      • Marko Robnik-Šikonja, Aristidis Likas, Constantinos Constantinopoulos, Igor Kononenko, Erik Štrumbelj
      Pages 169-179

    18. Evolving Sum and Composite Kernel Functions for Regularization Networks

      • Petra Vidnerová, Roman Neruda
      Pages 180-189
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Other volumes

  1. Adaptive and Natural Computing Algorithms

  2. Adaptive and Natural Computing Algorithms

Keywords

About this book

The two-volume set LNCS 6593 and 6594 constitutes the refereed proceedings of the 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2010, held in Ljubljana, Slovenia, in April 2010. The 83 revised full papers presented were carefully reviewed and selected from a total of 144 submissions. The first volume includes 42 papers and a plenary lecture and is organized in topical sections on neural networks and evolutionary computation.

Editors and Affiliations

  • Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia

    Andrej Dobnikar, Uroš Lotrič, Branko Šter

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