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Artificial Intelligence in Intelligent Systems

Proceedings of 10th Computer Science On-line Conference 2021, Vol. 2

  • Conference proceedings
  • © 2021
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Overview

Editors:
  1. Radek Silhavy

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

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  • Presents machine learning in modern trends
  • Provides perspectives of artificial intelligence application
  • Focuses on future research trends in artificial intelligence

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 229)

Included in the following conference series:

Conference proceedings info: CSOC 2021.

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Table of contents (68 papers)

  1. Front Matter

    Pages i-xvii
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  2. Online Teaching as an Important Means of Technogenic Society Development During the Pandemic

    • Irina V. Batunova, Ekaterina I. Lobyneva, Albina Yu. Nikolaeva, Svetlana V. Kokorina
    Pages 1-7
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  3. Application of Principal Component Analysis Based Support Vector Machine for Long-Run Economic Growth Forecasting

    • Moses Olaifa, Tranos Zuva
    Pages 8-16
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  4. Experimental Study of Speed Parameters and Resource Intensity of Programming Languages for Embedded Systems

    • A. E. Averiyanihin, D. O. Andronov, S. A. Melikyan, I. I. Skalchenkov
    Pages 17-33
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  5. Classification of Cardiotocography Data for Fetal Health Using Feature Selection Techniques

    • Imsal Rafique, Mudasir Dilawar, Amina Umer, Muhammad Ahmad Hassan
    Pages 34-44
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  6. Intersection as an Event- and Agent-Based System

    • Daniel Kuchár, Peter Schreiber
    Pages 45-54
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  7. Comparison of UAV Landing Site Classifications with Deep Neural Networks

    • Daniel Kuchár, Peter Schreiber
    Pages 55-63
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  8. An Approach to Optimize Multi-objective Problems Using Hybrid Genetic Algorithms Supported by Initial Centroid Selection Optimization Enhanced K-Means Based Selection Operator

    • Ahmed Maghawry, Rania Hodhod, Yasser Omar, Mohamed Kholief
    Pages 64-87
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  9. Numerical Modelling of the Impact of Dredging on Stability of Oum Rabiâ Estuary (Morocco) Using SWAN Model

    • Hassan Ayad, Mustapha Mouhid, Dalila Loudyi, Laila Mouakkir, Mohamed Chagdali
    Pages 88-94
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  10. New Method of Verifying Cryptographic Protocols, Based on the Process Model

    • Andrew M. Mironov
    Pages 95-109
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  11. A Method of Search Space Adaptation in the False Pseudonyms Detection Procedure

    • Anna Klimenko, Iakov Korovin
    Pages 110-120
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  12. Analytical Studies of Behavior of Users of the Moscow Electronic School Service

    • E. V. Lavrenova, Yu. V. Frolov, T. M. Bosenko
    Pages 121-132
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  13. Information and Control Systems with Distributed Ledger Usage: A Reliability Issue

    • Anna Klimenko, Eduard Melnik
    Pages 133-144
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  14. A Modified Ontology-Based Method of Workload Relocation Problem Solving for Monitoring and Forecasting Systems

    • E. V. Melnik, I. B. Safronenkova, A. B. Klimenko
    Pages 145-152
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  15. Intelligent Data Analysis Using a Classification Method for Data Mining Knowledge Discovery Process

    • Kamelia Shoilekova
    Pages 153-157
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  16. Multimodal Transportation Overview and Optimization Ontology for a Greener Future

    • Oliviu Matei, Rudolf Erdei, Daniela Delinschi
    Pages 158-172
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  17. A Complex Cognitive-Based Technique for Social Tension Detection in the Internet

    • Iakov Korovin, Alexander Pavlenko, Anna Klimenko, Irina Safronenkova
    Pages 173-184
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  18. Method of Crystallization of Alternatives for Solving the Problem of Placing VLSI Elements

    • Boris K. Lebedev, Oleg B. Lebedev, Ekaterina O. Lebedeva
    Pages 185-193
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  19. Resilient Rerouting in IoT Systems with Evolutionary Computing

    • Ayoade Akeem Owoade, Isaac Olusegun Osunmakinde
    Pages 194-211
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  20. Urban Monthly Water Consumption Forecasting Based on Signal Decomposition and Optimized Extreme Learning Machine

    • Jianjun Lei, Jiapeng Li
    Pages 212-223
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Other volumes

  1. Informatics and Cybernetics in Intelligent Systems

  2. Artificial Intelligence in Intelligent Systems

  3. Software Engineering and Algorithms

Keywords

About this book

This book constitutes the refereed proceedings of the artificial intelligence in intelligent systems section of the 10th Computer Science Online Conference 2021 (CSOC 2021), held online in April 2021. Artificial intelligence in intelligent systems topics are presented in this book. Modern hybrid and bio-inspired algorithms and their application are discussed in selected papers.

Editors and Affiliations

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

    Radek Silhavy

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