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Artificial Intelligence Trends in Intelligent Systems

Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 1

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Radek Silhavy

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

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  2. Roman Senkerik

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

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  3. Zuzana Kominkova Oplatkova

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

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  4. Zdenka Prokopova

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

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  5. Petr Silhavy

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

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  • Presents recent research on artificial intelligence perspectives in intelligent systems
  • Includes the proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 1: Artificial Intelligence Perspectives in Intelligent Systems
  • Is the first of three proceedings volumes
  • Includes supplementary material: sn.pub/extras
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 573)

Included in the following conference series:

Conference proceedings info: CSOC 2017.

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About this book

This book presents new methods and approaches to real-world problems as well as exploratory research that describes novel artificial intelligence applications, including deep learning, neural networks and hybrid algorithms. 

This book constitutes the refereed proceedings of the Artificial Intelligence Trends in Intelligent Systems Section of the 6th Computer Science On-line Conference 2017 (CSOC 2017), held in April 2017. 



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Table of contents (53 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. A Genetic Algorithm to Improve Lifetime of Wireless Sensor Networks by Load Balancing

    • Nazila Karkooki, Mohammad Khalily-Dermany, Pouria Polouk
    Pages 1-10

  3. Proposal of a Fuzzy Control System for Heat Transfer Using PLC

    • Martin Nesticky, Tomas Skulavik, Jaroslav Znamenak
    Pages 11-19

  4. The Study of Improved Particle Filtering Target Tracking Algorithm Based on Multi-features Fusion

    • Hongxia Chu, Zhongyu Xie, Du Juan, Rongyi Zhang, Fanming Liu
    Pages 20-32

  5. Reflecting on Imbalance Data Issue When Teaching Performance Measures

    • Pavel Škrabánek, Filip Majerík
    Pages 33-42

  6. Ontology Based Knowledge Representation for Cognitive Decision Making in Teaching Electrical Motor Concepts

    • Atul Prakash Prajapati, D. K. Chaturvedi
    Pages 43-53

  7. Parametric Optimization Based on Bacterial Foraging Optimization

    • Daria Zaruba, Dmitry Zaporozhets, Elmar Kuliev
    Pages 54-63

  8. Hybrid Approach for Graph Partitioning

    • Vladimir Kureichik, Daria Zaruba, Vladimir Kureichik Jr.
    Pages 64-73

  9. The Combined Method of Semantic Similarity Estimation of Problem Oriented Knowledge on the Basis of Evolutionary Procedures

    • V. V. Bova, E. V. Nuzhnov, V. V. Kureichik
    Pages 74-83

  10. The Development of Genetic Algorithm for Semantic Similarity Estimation in Terms of Knowledge Management Problems

    • Yury Kravchenko, Ilona Kursitys, Victoria Bova
    Pages 84-93

  11. Scheme Partitioning by Means of Evolutional Procedures Using Symbolic Solution Representation

    • Oleg B. Lebedev, Svetlana V. Kirilchik, Eugeniy Y. Kosenko
    Pages 94-104

  12. Application of Ontological Approach for Learning Paths Formation

    • Boris K. Lebedev, Oleg B. Lebedev, Tatiana Y. Kudryakova
    Pages 105-114

  13. Empirical Evaluation of the Cycle Reservoir with Regular Jumps for Time Series Forecasting: A Comparison Study

    • Mais Haj Qasem, Hossam Faris, Ali Rodan, Alaa Sheta
    Pages 115-124

  14. Forecasting of Convective Precipitation Through NWP Models and Algorithm of Storms Prediction

    • David Šaur
    Pages 125-136

  15. Novel Decision-Based Modeling of Minimizing Usage Cost of Electricity in Smart Grid

    • A. Abdul Khadar, Javed Ahamed Khan, M. S. Nagaraj
    Pages 137-145

  16. Integrated Algorithm of the Domain Ontology Development

    • Viktor Kureichik, Irina Safronenkova
    Pages 146-155

  17. Formal Models of the Structural Errors in the Knowledge Bases of Intellectual Decision Making Systems

    • Olga Dolinina, Natalya Suchkova
    Pages 156-167

  18. Hybrid Particle Swarm Optimization and Backpropagation Neural Network for Organic and Inorganic Waste Recognition

    • Christ R. A. Djaya, Novi Sucianti, Randy, Lili A. Wulandhari
    Pages 168-177

  19. Calibration of Low-Cost Three Axis Accelerometer with Differential Evolution

    • Ales Kuncar, Martin Sysel, Tomas Urbanek
    Pages 178-187

  20. Hierarchical Rough Fuzzy Self Organizing Map for Weblog Prediction

    • Arindam Chaudhuri, Soumya K. Ghosh
    Pages 188-199
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Other volumes

  1. Artificial Intelligence Trends in Intelligent Systems

  2. Cybernetics and Mathematics Applications in Intelligent Systems

  3. Software Engineering Trends and Techniques in Intelligent Systems

Editors and Affiliations

  • Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy

Bibliographic Information

  • Book Title: Artificial Intelligence Trends in Intelligent Systems

  • Book Subtitle: Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 1

  • Editors: Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-57261-1

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-57260-4Published: 08 April 2017

  • eBook ISBN: 978-3-319-57261-1Published: 06 April 2017

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XV, 550

  • Number of Illustrations: 278 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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