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Artificial Intelligence Application in Networks and Systems

Proceedings of 12th Computer Science On-line Conference 2023, Volume 3

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Radek Silhavy

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

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    You can also search for this editor in PubMed   Google Scholar

  2. Petr Silhavy

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Presents recent research on intelligent algorithms in software engineering
  • Offers proceedings of the 12th Computer Science Online Conference 2023, Volume 3
  • Is the third of three proceedings volumes

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 724)

Included in the following conference series:

Conference proceedings info: CSOC 2023.

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Table of contents (68 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Prediction Model for Tax Assessments Using Data Mining and Machine Learning

    • Anthony Willa Sampa, Jackson Phiri
    Pages 1-14

  3. A Review of Evaluation Metrics in Machine Learning Algorithms

    • Gireen Naidu, Tranos Zuva, Elias Mmbongeni Sibanda
    Pages 15-25

  4. Hardware Implementation of IoT Enabled Real-Time Air Quality Monitoring for Low- and Middle-Income Countries

    • Calorine Katushabe, Santhi Kumaran, Emmanuel Masabo
    Pages 26-36

  5. Predicting the Specific Student Major Depending on the STEAM Academic Performance Using Back-Propagation Learning Algorithm

    • Nibras Othman Abdulwahid, Sana Fakhfakh, Ikram Amous
    Pages 37-54

  6. Data Mining, Natural Language Processing and Sentiment Analysis in Vietnamese Stock Market

    • Cuong Bui Van, Trung Do Cao, Hoang Do Minh, Ha Pham Dung, Le Nguyen Ha An, Kien Do Trung
    Pages 55-76

  7. Two Approaches to E-Book Content Classification

    • Alexey V. Bosov, Alexey V. Ivanov
    Pages 77-87

  8. On the Geometry of the Orbits of Killing Vector Fields

    • A. Ya. Narmanov, J. O. Aslonov
    Pages 88-94

  9. The Classification of Vegetations Based on Share Reflectance at Spectral Bands

    • S.  Kerimkhulle, Z.  Kerimkulov, Z.  Aitkozha, A.  Saliyeva, R.  Taberkhan, A.  Adalbek
    Pages 95-100

  10. The Problem of Information Singularity in the Storage of Digital Data

    • Alexander V. Solovyev
    Pages 101-105

  11. Autonomous System for Locating the Maize Plant Infected by Fall Armyworm

    • Farian S. Ishengoma, Idris A. Rai, Ignace Gatare
    Pages 106-113

  12. The Best Model for Determinants Impacting Employee Loyalty

    • Dam Tri Cuong
    Pages 114-124

  13. Intrusion Detection with Supervised and Unsupervised Learning Using PyCaret Over CICIDS 2017 Dataset

    • Stefan Krsteski, Matea Tashkovska, Borjan Sazdov, Luka Radojichikj, Ana Cholakoska, Danijela Efnusheva
    Pages 125-132

  14. A Web Application for Moving from One Spot to Another by Using Different Public Transport - a Logical Model

    • Kamelia Shoilekova
    Pages 133-138

  15. Traffic Prediction for VRP in Intelligent Transportation Systems

    • Piotr OpioÅ‚a, Piotr JasiÅ„ski, Igor Witkowski, Katarzyna Stec, Bazyli Reps, Katarzyna Marczuk
    Pages 139-147

  16. Enhancing Monte-Carlo SLAM Algorithm to Overcome the Issue of Illumination Variation and Kidnapping in Application to Unmanned Vehicle

    • Agunbiade Olusanya Yinka, Avuyile NaKi
    Pages 148-159

  17. A Neighborhood Overlap-Based Binary Search Algorithm for Edge Classification to Satisfy the Strong Triadic Closure Property in Complex Networks

    • Natarajan Meghanathan
    Pages 160-169

  18. Novel Framework for Potential Threat Identification in IoT Harnessing Machine Learning

    • A. Durga Bhavani, Neha Mangla
    Pages 170-179

  19. Multivariate Statistical Techniques to Analyze Crime and Its Relationship with Unemployment and Poverty: A Case Study

    • Anthony Crespo, Juan Brito, Santiago Ajala, Isidro R. Amaro, Zenaida Castillo
    Pages 180-192

  20. Bidirectional Recurrent Neural Network for Total Electron Content Forecasting

    • Artem Kharakhashyan, Olga Maltseva
    Pages 193-207
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Other volumes

  1. Software Engineering Research in System Science

  2. Networks and Systems in Cybernetics

  3. Artificial Intelligence Application in Networks and Systems

Keywords

About this book

The application of artificial intelligence in networks and systems is a rapidly evolving field that has the potential to transform a wide range of industries. 

The refereed proceedings in this book is from the Artificial Intelligence Application in Networks and Systems session of the Computer Science Online Conference 2023 (CSOC 2023), which was held online in April 2023. The section brings together experts from different fields to present their research and discuss the latest trends and challenges.

One of the key themes in this section is the development of intelligent systems that can learn, adapt, and optimize their performance in real time. Researchers are exploring how AI algorithms can be used to create autonomous networks and systems that can make decisions without human intervention.

Furthermore, this section highlights the use of AI in improving network performance and efficiency. Researchers are exploring how AI algorithms can be used to optimize network routing, reduce congestion, and improve the quality of service. These efforts can help organizations save costs and improve user experience.

Editors and Affiliations

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

    Radek Silhavy, Petr Silhavy

About the editors


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