Book Volume 7894 2013

Artificial Intelligence and Soft Computing

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

ISBN: 978-3-642-38657-2 (Print) 978-3-642-38658-9 (Online)

Table of contents (57 chapters)

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  1. Front Matter

    Pages -

  2. Neural Networks and Their Applications

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      Chapter and Conference Paper

      Pages 1-19

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

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      Chapter and Conference Paper

      Pages 20-31

      A New Method of Centers Location in Gaussian RBF Interpolation Networks

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      Chapter and Conference Paper

      Pages 32-40

      Parallel Approach to Learning of the Recurrent Jordan Neural Network

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      Chapter and Conference Paper

      Pages 41-51

      Agent-Based Population Learning Algorithm for RBF Network Tuning

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      Chapter and Conference Paper

      Pages 52-63

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

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      Chapter and Conference Paper

      Pages 64-75

      Reinforcement Learning in Discrete Neural Control of the Underactuated System

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      Chapter and Conference Paper

      Pages 76-87

      Associative Text Representation and Correction

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      Chapter and Conference Paper

      Pages 88-95

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

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      Chapter and Conference Paper

      Pages 96-107

      The Echo State Network on the Graphics Processing Unit

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      Chapter and Conference Paper

      Pages 108-117

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

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      Chapter and Conference Paper

      Pages 118-129

      Probabilistic Neural Network Structure Reduction for Medical Data Classification

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      Chapter and Conference Paper

      Pages 130-139

      Development of Explicit Neural Predictive Control Algorithm Using Particle Swarm Optimisation

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      Chapter and Conference Paper

      Pages 140-149

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

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      Chapter and Conference Paper

      Pages 150-161

      Employing Self-Organizing Map for Fraud Detection

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      Chapter and Conference Paper

      Pages 162-173

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

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      Chapter and Conference Paper

      Pages 174-182

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

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      Chapter and Conference Paper

      Pages 183-192

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

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      Chapter and Conference Paper

      Pages 193-204

      Random Sieve Based on Projections for RBF Neural Net Structure Selection

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      Chapter and Conference Paper

      Pages 205-214

      Eigenvalue Spectra of Functional Networks in fMRI Data and Artificial Models

  3. Fuzzy Systems and Their Applications

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      Chapter and Conference Paper

      Pages 215-226

      A Multi-objective Subtractive FCM Based TSK Fuzzy System with Input Selection, and Its Application to Dynamic Inverse Modelling of MR Dampers

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