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  • Conference proceedings
  • © 2018

Artificial Intelligence and Soft Computing

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

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)

Conference series link(s): ICAISC: International Conference on Artificial Intelligence and Soft Computing

Conference proceedings info: ICAISC 2018.

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  • ISBN: 978-3-319-91253-0
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Table of contents (70 papers)

  1. Front Matter

    Pages I-XXV
  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1
    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. Modelling Speaker Variability Using Covariance Learning

      • Moses Ekpenyong, Imeh Umoren
      Pages 35-46
    5. A Neural Network Model with Bidirectional Whitening

      • Yuki Fujimoto, Toru Ohira
      Pages 47-57
    6. Block Matching Based Obstacle Avoidance for Unmanned Aerial Vehicle

      • Adomas Ivanovas, Armantas Ostreika, Rytis Maskeliūnas, Robertas Damaševičius, Dawid Połap, Marcin Woźniak
      Pages 58-69
    7. American Sign Language Fingerspelling Recognition Using Wide Residual Networks

      • Kacper Kania, Urszula Markowska-Kaczmar
      Pages 97-107
    8. Neural Networks Saturation Reduction

      • Janusz Kolbusz, Pawel Rozycki, Oleksandr Lysenko, Bogdan M. Wilamowski
      Pages 108-117
    9. 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
    10. Data Dependent Adaptive Prediction and Classification of Video Sequences

      • Amrutha Machireddy, Shayan Srinivasa Garani
      Pages 136-147
    11. Multi-step Time Series Forecasting of Electric Load Using Machine Learning Models

      • Shamsul Masum, Ying Liu, John Chiverton
      Pages 148-159
    12. Deep Q-Network Using Reward Distribution

      • Yuta Nakaya, Yuko Osana
      Pages 160-169
    13. Company Bankruptcy Prediction with Neural Networks

      • Jolanta Pozorska, Magdalena Scherer
      Pages 183-189

Other Volumes

  1. Artificial Intelligence and Soft Computing

    17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I
  2. Artificial Intelligence and Soft Computing

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

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.

Keywords

  • artificial intelligence
  • clustering
  • clustering algorithms
  • evolutionary algorithms
  • fuzzy logic
  • fuzzy sets
  • genetic algorithms
  • image processing
  • image segmentation
  • learning algorithms
  • machine learning
  • neural networks
  • robotics
  • robots
  • semantics
  • sensors
  • signal processing
  • software engineering
  • Support Vector Machines (SVM)
  • user interfaces

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

Bibliographic Information

Buying options

eBook USD 109.00
Price excludes VAT (USA)
  • ISBN: 978-3-319-91253-0
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 149.99
Price excludes VAT (USA)