Book Volume 8467 2014

Artificial Intelligence and Soft Computing

13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I

ISBN: 978-3-319-07172-5 (Print) 978-3-319-07173-2 (Online)

Table of contents (69 chapters)

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  1. Front Matter

    Pages -

  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1

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      Pages 3-11

      Hybrid System of ART and RBF Neural Networks for Classification of Vibration Signals and Operational States of Wind Turbines

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      Chapter

      Pages 12-21

      The Parallel Approach to the Conjugate Gradient Learning Algorithm for the Feedforward Neural Networks

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      Chapter

      Pages 22-33

      A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP

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      Chapter

      Pages 34-46

      Application of Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks to Recognition of Partially Occluded Objects

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      Chapter

      Pages 47-58

      A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability

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      Chapter

      Pages 59-66

      Soft Committee Machine Using Simple Derivative Term

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      Chapter

      Pages 67-76

      Representations of Highly-Varying Functions by One-Hidden-Layer Networks

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      Chapter

      Pages 77-88

      Non-euclidean Principal Component Analysis for Matrices by Hebbian Learning

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      Chapter

      Pages 89-96

      Spin-glass Implementation of a Hopfield Neural Structure

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      Chapter

      Pages 97-108

      Neural-Network Based Robust FTC: Application to Wind Turbines

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      Chapter

      Pages 109-120

      An Improved Adaptive Self-Organizing Map

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      Chapter

      Pages 121-130

      Usage of the TRACO Compiler for Neural Network Parallelization

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      Chapter

      Pages 131-142

      Training Neural Networks on Noisy Data

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      Chapter

      Pages 143-154

      Principal Component Analysis to Reduce Forecasting Error of Industrial Energy Consumption in Models Based on Neural Networks

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      Chapter

      Pages 155-165

      Boundedness of Weight Elimination for BP Neural Networks

  3. Fuzzy Systems and Their Applications

    1. Front Matter

      Pages 167-167

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      Chapter

      Pages 169-180

      New Method for Nonlinear Fuzzy Correction Modelling of Dynamic Objects

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      Chapter

      Pages 181-192

      Intuitionistic Fuzzy Decision Trees - A New Approach

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      Chapter

      Pages 193-204

      An Industrial Fuzzy PID Autotuner Based on the Relay Method

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      Chapter

      Pages 205-216

      A New Pseudo-metric for Fuzzy Sets

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      Chapter

      Pages 217-232

      New Method for Design of Fuzzy Systems for Nonlinear Modelling Using Different Criteria of Interpretability

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