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Artificial Intelligence and Soft Computing

17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Leszek Rutkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  2. Rafał Scherer

    1. Częstochowa University of Technology, Częstochowa, Poland

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  3. Marcin Korytkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  4. Witold Pedrycz

    1. University of Alberta, Edmonton, Canada

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  5. Ryszard Tadeusiewicz

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

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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 10841)

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

Included in the following conference series:

Conference proceedings info: ICAISC 2018.

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Table of contents (70 papers)

  1. Front Matter

    Pages I-XXV
    Download chapter PDF

  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1
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    2. Three-Dimensional Model of Signal Processing in the Presynaptic Bouton of the Neuron

      • Andrzej Bielecki, Maciej Gierdziewicz, Piotr Kalita
      Pages 3-14

    3. The Parallel Modification to the Levenberg-Marquardt Algorithm

      • Jarosław Bilski, Bartosz Kowalczyk, Konrad Grzanek
      Pages 15-24

    4. On the Global Convergence of the Parzen-Based Generalized Regression Neural Networks Applied to Streaming Data

      • Jinde Cao, Leszek Rutkowski
      Pages 25-34

    5. Modelling Speaker Variability Using Covariance Learning

      • Moses Ekpenyong, Imeh Umoren
      Pages 35-46

    6. A Neural Network Model with Bidirectional Whitening

      • Yuki Fujimoto, Toru Ohira
      Pages 47-57

    7. Block Matching Based Obstacle Avoidance for Unmanned Aerial Vehicle

      • Adomas Ivanovas, Armantas Ostreika, Rytis Maskeliūnas, Robertas Damaševičius, Dawid Połap, Marcin Woźniak
      Pages 58-69

    8. Prototype-Based Kernels for Extreme Learning Machines and Radial Basis Function Networks

      • Norbert Jankowski
      Pages 70-75

    9. Supervised Neural Network Learning with an Environment Adapted Supervision Based on Motivation Learning Factors

      • Maciej Janowski, Adrian Horzyk
      Pages 76-87

    10. Autoassociative Signature Authentication Based on Recurrent Neural Network

      • Jun Rokui
      Pages 88-96

    11. American Sign Language Fingerspelling Recognition Using Wide Residual Networks

      • Kacper Kania, Urszula Markowska-Kaczmar
      Pages 97-107

    12. Neural Networks Saturation Reduction

      • Janusz Kolbusz, Pawel Rozycki, Oleksandr Lysenko, Bogdan M. Wilamowski
      Pages 108-117

    13. Learning and Convergence of the Normalized Radial Basis Functions Networks

      • Adam Krzyżak, Marian Partyka
      Pages 118-129

    14. Porous Silica-Based Optoelectronic Elements as Interconnection Weights in Molecular Neural Networks

      • Magdalena Laskowska, Łukasz Laskowski, Jerzy Jelonkiewicz, Henryk Piech, Zbigniew Filutowicz
      Pages 130-135

    15. Data Dependent Adaptive Prediction and Classification of Video Sequences

      • Amrutha Machireddy, Shayan Srinivasa Garani
      Pages 136-147

    16. Multi-step Time Series Forecasting of Electric Load Using Machine Learning Models

      • Shamsul Masum, Ying Liu, John Chiverton
      Pages 148-159

    17. Deep Q-Network Using Reward Distribution

      • Yuta Nakaya, Yuko Osana
      Pages 160-169

    18. Motivated Reinforcement Learning Using Self-Developed Knowledge in Autonomous Cognitive Agent

      • Piotr Papiez, Adrian Horzyk
      Pages 170-182

    19. Company Bankruptcy Prediction with Neural Networks

      • Jolanta Pozorska, Magdalena Scherer
      Pages 183-189
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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 10841 and LNAI 10842 constitutes the refereed proceedings of the 17th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2018, held in Zakopane, Poland in June 2018.

The 140 revised full papers presented were carefully reviewed and selected from 242 submissions.  The papers included in the first volume are organized in the following three parts: neural networks and their applications; evolutionary algorithms and their applications; and pattern classification.



Editors and Affiliations

  • Częstochowa University of Technology, Częstochowa, Poland

    Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski

  • University of Alberta, Edmonton, Canada

    Witold Pedrycz

  • AGH University of Science and Technology, Kraków, Poland

    Ryszard Tadeusiewicz

  • University of Louisville, Louisville, USA

    Jacek M. Zurada

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