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Artificial Intelligence and Soft Computing

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

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Leszek Rutkowski

    1. Częstochowa University of Technology, Czestochowa, Poland

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  2. Marcin Korytkowski

    1. Częstochowa University of Technology, Czestochowa, Poland

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  3. Rafał Scherer

    1. Częstochowa University of Technology, Czestochowa, Poland

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  4. Ryszard Tadeusiewicz

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

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  5. Lotfi A. Zadeh

    1. University of California, Berkeley, USA

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  6. Jacek M. Zurada

    1. University of Louisville, Louisville, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9692)

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

Included in the following conference series:

Conference proceedings info: ICAISC 2016.

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Table of contents (66 papers)

  1. Front Matter

    Pages I-XXIV
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  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1
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    2. Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning

      • Babajide O. Ayinde, Ehsan Hosseini-Asl, Jacek M. Zurada
      Pages 3-14

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

      • Sebastián Basterrech
      Pages 15-24

    4. Neural System for Power Load Prediction in a Week Time Horizon

      • Andrzej Bielecki, Marcin Lenart
      Pages 25-34

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

      • Jarosław Bilski, Alexander I. Galushkin
      Pages 35-45

    6. Application of the Givens Rotations in the Neural Network Learning Algorithm

      • Jarosław Bilski, Bartosz Kowalczyk, Jacek M. Żurada
      Pages 46-56

    7. Parallel Learning of Feedforward Neural Networks Without Error Backpropagation

      • Jarosław Bilski, Bogdan M. Wilamowski
      Pages 57-69

    8. Parallelization of Image Encryption Algorithm Based On Chaotic Neural Networks

      • Dariusz Burak
      Pages 70-80

    9. Ensemble ANN Classifier for Structural Health Monitoring

      • Ziemowit Dworakowski, Tadeusz Stepinski, Krzysztof Dragan, Adam Jablonski, Tomasz Barszcz
      Pages 81-90

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

      • Dor Gotleyb, Grazia Lo Sciuto, Christian Napoli, Rafi Shikler, Emiliano Tramontana, Marcin Woźniak
      Pages 91-103

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

      • Krzysztof Halawa
      Pages 104-113

    12. Rough Restricted Boltzmann Machine – New Architecture for Incomplete Input Data

      • Wojciech K. Mleczko, Robert K. Nowicki, Rafał Angryk
      Pages 114-125

    13. Word Embeddings for the Polish Language

      • Marek Rogalski, Piotr S. Szczepaniak
      Pages 126-135

    14. Estimation of Deep Neural Networks Capabilities Using Polynomial Approach

      • Pawel Rozycki, Janusz Kolbusz, Roman Korostenskyi, Bogdan M. Wilamowski
      Pages 136-147

    15. Training Neural Networks by Optimizing Random Subspaces of the Weight Space

      • Ewa Skubalska-Rafajłowicz
      Pages 148-157

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

      • Xing Wu, Pawel Rozycki, Bogdan M. Wilamowski
      Pages 158-169

  3. Fuzzy Systems and Their Applications

    1. Front Matter

      Pages 171-171
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    2. Problems of Identification of Cloud-Based Fuzzy Evolving Systems

      • Sašo Blažič, Igor Škrjanc
      Pages 173-182

    3. Uncertainty Measurement for the Interval Type-2 Fuzzy Set

      • Sarah Greenfield
      Pages 183-194
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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 9692 and LNAI 9693 constitutes the refereed proceedings of the 15th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2016, held in Zakopane, Poland in June 2016.


The 134 revised full papers presented were carefully reviewed and selected from 343 submissions. The papers included in the first volume are organized in the following topical sections: neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; agent systems, robotics and control; and pattern classification. The second volume is divided in the following parts: bioinformatics, biometrics and medical applications; data mining; artificial intelligence in modeling and simulation; visual information coding meets machine learning; and various problems of artificial intelligence. 

Editors and Affiliations

  • Częstochowa University of Technology, Czestochowa, Poland

    Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer

  • AGH University of Science and Technology, Krakow, Poland

    Ryszard Tadeusiewicz

  • University of California, Berkeley, USA

    Lotfi A. Zadeh

  • University of Louisville, Louisville, USA

    Jacek M. Zurada

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