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Information and Software Technologies

28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings

  • Conference proceedings
  • © 2022

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Editors:
  1. Audrius Lopata

    1. Kaunas University of Technology, Kaunas, Lithuania

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  2. Daina Gudonienė

    1. Kaunas University of Technology, Kaunas, Lithuania

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  3. Rita Butkienė

    1. Kaunas University of Technology, Kaunas, Lithuania

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1665)

Included in the following conference series:

Conference proceedings info: ICIST 2022.

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Table of contents (26 papers)

  1. Front Matter

    Pages i-xi
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  2. Software Engineering - Special Session on Intelligent Systems and Software Engineering Advances

    1. Front Matter

      Pages 1-1
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    2. Deep Learning-Based Malware Detection Using PE Headers

      • Arnas Nakrošis, Ingrida Lagzdinytė-Budnikė, Agnė Paulauskaitė-Tarasevičienė, Giedrius Paulikas, Paulius Dapkus
      Pages 3-18

    3. Survey of Cloud Traffic Anomaly Detection Algorithms

      • Giedrius Paulikas, Donatas Sandonavičius, Edgaras Stasiukaitis, Gytis Vilutis, Mindaugas Vaitkunas
      Pages 19-32

    4. Real-Time Anomaly Detection for Distributed Systems Logs Using Apache Kafka and H2O.ai

      • Kęstutis Daugėla, Evaldas Vaičiukynas
      Pages 33-42

    5. Decomposition of Fuzzy Homogeneous Classes of Objects

      • Dmytro O. Terletskyi, Sergey V. Yershov
      Pages 43-63

    6. Deep Learning in Audio Classification

      • Yaqin Wang, Jin Wei-Kocsis, John A. Springer, Eric T. Matson
      Pages 64-77

    7. Research of Cryptocurrencies Function of Instant Payments in the Tourism Sector: Risks, Options, and Solutions

      • Kotryna Laptevaitė, Evaldas Krampas, Saulius Masteika, Kęstutis Driaunys, Aida Mačerinskienė, Alfreda Šapkauskienė
      Pages 78-89

    8. Random Forest Classifier for Correcting Point Cloud Segmentation Based on Metrics of Recursive 2-Means Splits

      • Karolis Ryselis
      Pages 90-101

    9. Automated System and Machine Learning Application in Economic Activity Monitoring and Nowcasting

      • Mantas Lukauskas, Vaida Pilinkienė, Jurgita Bruneckienė, Alina Stundžienė, Andrius Grybauskas
      Pages 102-113

  3. Business Intelligence for Information and Software Systems - Special Session on Intelligent Methods for Data Analysis and Computer Aided Software Engineering

    1. Front Matter

      Pages 115-115
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    2. Artificial Intelligence Solutions Towards to BIM6D: Sustainability and Energy Efficiency

      • Justas Kardoka, Agne Paulauskaite-Taraseviciene, Darius Pupeikis
      Pages 117-135

    3. The Only Link You’ll Ever Need: How Social Media Reference Landing Pages Speed Up Profile Matching

      • Sergej Denisov, Frederik S. Bäumer
      Pages 136-147

    4. Enhancing End-to-End Communication Security in IoT Devices Through Application Layer Protocol

      • Rimsha Zahid, Muhammad Waseem Anwar, Farooque Azam, Anam Amjad, Danish Mukhtar
      Pages 148-159

    5. Rationale, Design and Validity of Immersive Virtual Reality Exercises in Cognitive Rehabilitation

      • Jovita Janavičiūtė, Andrius Paulauskas, Liuda Šinkariova, Tomas Blažauskas, Eligijus Kiudys, Airidas Janonis et al.
      Pages 160-170

    6. IoT Applications Powered by Piezoelectric Vibration Energy Harvesting Device

      • Chandana Ravikumar
      Pages 171-182

    7. Holistic Approach for Representation of Interaction Scenarios in Semantically Integrated Conceptual Modelling

      • Remigijus Gustas, Prima Gustiene
      Pages 183-196

    8. A Model-Driven Framework for Design and Analysis of Vehicle Suspension Systems

      • Muhammad Waseem Anwar, Muhammad Taaha Bin Shuaib, Farooque Azam, Aon Safdar
      Pages 197-208

    9. Financial Process Mining Characteristics

      • Audrius Lopata, Rimantas Butleris, Saulius Gudas, Kristina Rudžionienė, Liutauras Žioba, Ilona Veitaitė et al.
      Pages 209-220

    10. Intelligent Method for Forming the Consumer Basket

      • Khrystyna Lipianina-Honcharenko, Carsten Wolff, Zoriana Chyzhovska, Anatoliy Sachenko, Taras Lendiuk, Sergii Grodskyi
      Pages 221-231
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  1. Information and Software Technologies

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About this book

This book constitutes the refereed proceedings of the 28th International Conference on Information and Software Technologies, ICIST 2022, held in Kaunas, Lithuania, in October 2022.

The 23 full papers and 3 short papers presented were carefully reviewed and selected from 66 submissions. The papers discuss such topics as ​business intelligence for information and software systems, intelligent methods for data analysis and computer aided software engineering, information technology applications, smart e-learning technologies and applications, language technologies.


Editors and Affiliations

  • Kaunas University of Technology, Kaunas, Lithuania

    Audrius Lopata, Daina Gudonienė, Rita Butkienė

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