Book Volume 9692 2016

Artificial Intelligence and Soft Computing

15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part I

ISBN: 978-3-319-39377-3 (Print) 978-3-319-39378-0 (Online)

Table of contents (66 chapters)

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  1. Front Matter

    Pages I-XXIV

  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1

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      Chapter

      Pages 3-14

      Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning

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      Chapter

      Pages 15-24

      Experimental Analysis of Forecasting Solar Irradiance with Echo State Networks and Simulating Annealing

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      Chapter

      Pages 25-34

      Neural System for Power Load Prediction in a Week Time Horizon

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      Chapter

      Pages 35-45

      A New Proposition of the Activation Function for Significant Improvement of Neural Networks Performance

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      Chapter

      Pages 46-56

      Application of the Givens Rotations in the Neural Network Learning Algorithm

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      Chapter

      Pages 57-69

      Parallel Learning of Feedforward Neural Networks Without Error Backpropagation

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      Chapter

      Pages 70-80

      Parallelization of Image Encryption Algorithm Based On Chaotic Neural Networks

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      Chapter

      Pages 81-90

      Ensemble ANN Classifier for Structural Health Monitoring

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      Chapter

      Pages 91-103

      Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks

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      Chapter

      Pages 104-113

      Method Enabling the First Hidden Layer of Multilayer Perceptrons to Make Division of Space with Various Hypercurves

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      Chapter

      Pages 114-125

      Rough Restricted Boltzmann Machine – New Architecture for Incomplete Input Data

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      Chapter

      Pages 126-135

      Word Embeddings for the Polish Language

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      Chapter

      Pages 136-147

      Estimation of Deep Neural Networks Capabilities Using Polynomial Approach

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      Chapter

      Pages 148-157

      Training Neural Networks by Optimizing Random Subspaces of the Weight Space

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      Chapter

      Pages 158-169

      Single Layer Feedforward Networks Construction Based on Orthogonal Least Square and Particle Swarm Optimization

  3. Fuzzy Systems and Their Applications

    1. Front Matter

      Pages 171-171

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      Chapter

      Pages 173-182

      Problems of Identification of Cloud-Based Fuzzy Evolving Systems

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      Chapter

      Pages 183-194

      Uncertainty Measurement for the Interval Type-2 Fuzzy Set

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      Chapter

      Pages 195-205

      Slicing Strategies for the Generalised Type-2 Mamdani Fuzzy Inferencing System

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      Chapter

      Pages 206-218

      On the Sensitivity of Weighted General Mean Based Type-2 Fuzzy Signatures

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      Chapter

      Pages 219-229

      Selected Temporal Logic Systems: An Attempt at Engineering Evaluation

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