DTESI 2024
Digital Technologies in Education, Science and Industry 2024

Table of Contents

• Preface
  Summary: There were 60 papers submitted for peer-review to this workshop. Out of these, 45 papers were accepted for this volume, 38 as regular papers and 7 as short papers.

Workshop on Software and Knowledge Engineering

• Formation of a digitalization culture in higher education institutions of Ukraine. Analysis of the current state
  Jan-Peter Mund, Evelyn Wallor, Victoriia Khrutba, Angelina Chugai, Iryna Patseva, Yuliia Zakharova
• Distribution of coupled thermoelastic waves in the different rocks using MatLab GUI application
  Bakhyt Alipova
• The experience of creating an open educational space and its usage in distance learning
  Aigul Medeshova, Nurkhat Zhakiyev, Saule Akimova, Dinara Kurmasheva, Gulmira Amanturlina, Murat Ozer

Workshop on Smart Technologies and IoT

• Development of a system for monitoring health and patient care based on IoT technologies
  Rostyslav Lisnevskyi, Viktoriia Oderiieva, Myroslava Gladka, Olga Kravchenko, Oleksii Kolesnikov
• Robotic process automation: a comprehensive systematic literature review across industries, with a focus on healthcare
  Diana Smagul, Yevgeniya Daineko
• Development of a Blockchain platform for logistics order management using IoT technologies
  Rostyslav Lisnevskyi, Svitlana Biloshchytska, Diana Kushkimbayeva, Pavlo Kryschniy, Vladlen Lisnevskyi
• Denoising of ECG signals using artificial neural network based gradient descent method
  Aditya Pal, Hari Mohan Rai, Abdul Razaque, Saule Amanzholova, Tamiris Abildayeva
• Enhancing students’ speaking skills through mind mapping tools
  Аіssulu K. Kaldarova, Marco A. Vasquez, Nazym B. Baisbay, Saule Amanzholova, Gulshat B. Baispay
• IoT-based real-time indoor air quality monitoring and web server management system using Raspberry Pi
  Binara Imankulova, Altynay Zhakipova, Abdul Razaque
• Theoretical foundations of environmental pollution monitoring
  Andrii Biloshchytskyi, Olexander Kuchanskiy, Alexander Neftissov, Svitlana Biloshchytska, Sapar Toxanov
• Adaptive learning model in the field of gamification
  Zhansaya Bekaulova, Nurzhan Duzbayev, Gulnar Mamatova, Mukhamedi Bersugir, Nurbek Bekaulov
• Improvement of the electronic circuit for the breathing simulator
  Nurzhan Duzbayev, Zhandaulet Musilimov, Lyudmila Kozina, Manat Tuyenbayev

Workshop on Data Science and Artificial Intelligence

• Sentiment analysis using natural language processing
  Aigerim Aitim, Muslima Abdulla, Aigerim Altayeva
• A review of AI transformers in image segmentation
  Victor Doma, Erna Berbić, Ali Abd Almisreb, Mohammed A. Saleh, Saule Amanzholova
• Modelling and forecasting of soil deformations in karst-hazardous areas
  Artem Bykov, Umut Turusbekova, Nurkamilya Daurenbayeva, Almas Nurlanuly, Madina Ipalakova
• The impact of digital technologies and big data on the creation of a digital audience and the development of data journalism
  Aigul Niyazgulova, Nurzhan Duzbayev, Saule Ashenova
• Human-centric AI: improving user experience with natural language interfaces
  Aigerim Aitim, Muslima Abdulla, Aigerim Altayeva
• Using the machine learning models to optimize time management in logistics and supply chain management systems
  Mohamed Hamada, Adejor Abiche, Gehad Hamada
• Adaptive strategies for autonomous robotic systems using reinforcement learning methods
  Oleksii Matsiievskyi, Igor Achkasov, Vladyslav Hots, Yevhenii Borodavka
• Integrating statistical analysis into everyday business operations using mobile technologies
  Lyazat Naizabayeva, Gulzat Turken
• Hierarchical transformer based learning for robust face anti-spoofing
  Zhanseri Ikram, Bauyrzhan Omarov, Batyrkhan Omarov
• Advancing automated quality control in automotive manufacturing: a comparative analysis of YOLOv8, YOLOv9, and YOLOv10 for vehicle damage detection
  Serhii Dolhopolov, Tetyana Honcharenko, Denys Chernyshev, Olena Panina, Antonina Makhynia
• Optimizing construction site management through YOLOv5-based object detection: a comprehensive analysis of resource utilization and safety enhancement
  Serhii Dolhopolov, Tetyana Honcharenko, Igor Achkasov, Vladyslav Hots
• Hybrid deep learning model for cyberbullying detection on online social media data
  Aigerim Altayeva, Daniyar Sultan, Rustam Abdrakhmanov, Abdimukhan Tolep, Aigerim Toktarova
• Fusion of vision transformers and convolutional networks for advanced face anti-spoofing
  Zhanseri Ikram, Bauyrzhan Omarov
• Analyzing Russian borrowings in Kazakh social media using machine learning
  Saya Sapakova, Bekzat Kambarova, Askar Sapakov, Tolganay Chinibayeva, Aknur Yemberdiyeva
• Time series forecast of inbound call volume in call center using machine learning methods
  Ruslan Krasnozhonov, Aizhan Altaibek, Aizhan Ydydrys, Marat Nurtas
• The general algorithm of linearization in linear fractional optimization problems
  Serhii Chernov, Liudmyla Chernova, Liubava Chernova, Serhii Titov
• Modern methods of visualization and preprocessing of seismic data for deep learning: a review of python-based approaches
  Bekzat Bukhatov, Aizhan Altaibek, Marat Nurtas
• Applying machine learning for real-time hate speech detection in social media
  Aigerim Altayeva, Aigerim Toktarova, Rustam Abdrakhmanov, Abdimukhan Tolep

Workshop on Cybersecurity, Infocommunication Systems and Networks

• An improved approach: adaptive learning for high-speed data encryption of low-earth orbit (LEO) satellites
  Makhabbat Bakyt, Luigi La Spada, Sabyrzhan Atanov, Khuralay Moldamurat, Mansur Moldakhanov
• Cybersecurity-level assessment models
  Tetiana Babenko, Saule Amanzholova, Rostyslav Lisnevskyi, Aisha Abylgazy
• Blockchain interoperability: challenges and solutions for a connected future
  Mohammed A. Saleh, Saule Amanzholova, Zhibek Zhetekbay, Meruyert Dauletbek, Ali Abd Almisreb
• Enhancing ML model efficiency for DDoS attack detection on web servers in resource-constrained environments
  Qais Saif Qassim, Nessibeli Askarbekova
• Efficient evaluation of cryptographic solutions in IoT systems
  Zhanerke Temirbekova, Zukhra Abdiakhmetova, Sakhybay Tynymbayev, Zhansaya Bekaulova
• Hate speech detection on social media using machine learning
  Aigerim Toktarova, Aigerim Altayeva, Rustam Abdrakhmanov, Danyar Sultan, Baktykul Jakhanova
• Assessing the level of security of enterprise information systems
  Tetiana Babenko, Hryhorii Hnatiienko, Larysa Myrutenko, Andrii Bigdan, Viktoriia Hrechko
• Research of the effectiveness of frame synchronization methods for creating markerless telecommunication systems for exchanging short packets
  Alimzhan Baikenov, Emil Faure, Sakhybay Tynymbayev, Olga Abramkina, Artem Skutskyi

Short Papers

• Digital twins in ensuring human life safety
  Akkyz Mustafina, Gulzhan Nuruldayeva, Oleksii Kolesnikov, Yedil Yesenkulov
• A review: strategies and challenges for preventing AI cyber attacks
  Musab A. M. Ali, Nessibeli Askarbekova, Damelya Yeskendirova, Zhadyra Ongenbayeva
• Explainable AI (XAI): techniques, applications, and challenges
  Maira Kopzhasarova, Dinara Kozhamzharova
• Transformation of the education landscape in an AI environment
  Sergiy Bushuyev, Natalia Вushuyeva, Oleh Ilin, Svetlana Murzabekova, Maira Khussainova, Rakhmatullo Saidullayev
• Virtual laboratory work to the study of modulation types of radio signals
  Yevgeniya Daineko, Dmitry Gubsky, Aigul Kulakayeva, Altay Aitmagambetov, Bagdat Kozhakhmetova
• The law of Demeter in IT project development based on design pattern
  Kateryna Kolesnikova, Alexandra Klimanova, Vadim Ziuziun
• Comprehensive review of digital museums: innovations, technologies, and user experiences
  Kamila Abdugapparova, Yevgeniya Daineko, Artem Bykov