ISW-CoLInS 2024
Intelligent Systems Workshop at CoLInS 2024

Table of Contents

• Cover and Preface
  Summary: There were 45 papers submitted for peer-review to Intelligent Systems Workshop 2024. Out of these, 27 papers were accepted for this volume.
  
  
• Organization and Committees
  
  
• Organizers and Partners
  
  
• Topic Modelling of Ukraine War-Related News Using Latent Dirichlet Allocation with Collapsed Gibbs Sampling 1-15
  Nina Khairova, Yehor Holyk, Dmytro Sytnikov, Yurii Mishcheriakov, Nadiia Shanidze
• Abusive Speech Detection Method for Ukrainian Language Used Recurrent Neural Network 16-28
  Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Ruslan Bahrii, Olena Sobko, Olexander Barmak
• Investigating Hand Gesture Recognition Models: 2D CNNs vs. Visual Transformers 29-38
  Vasyl Teslyuk, Volodymyr Chornenkyi, Volodymyr Tsapiv, Iryna Kazymyra
• Learning of Multi-valued Multithreshold Neural Units 39-49
  Vladyslav Kotsovsky
• Development and Research of a Chatbot Using the Linguistic Core of Amazon Lex V2 50-62
  Victoriia Hnatushenko, Kateryna Ostrovska, Valerii Nosov
• Development of Database-Driven Multimedia Training Products 63-75
  Vitalina Babenko, Nataliya Vnukova, Yevhen Hrabovsky, Andriy Gordyeyev, Oleksandr Pushkar, Olena Akhmedova
• Conceptual Identification Within the Decomposition of Fuzzy Homogeneous Classes of Objects 76-107
  Dmytro O. Terletskyi, Sergey V. Yershov
• Methodology for Countering Malicious Information on Social Networks 108-121
  Svitlana Popereshnyak, Viktoriia Zhebka, Anastasiya Vecherkovskaya
• Ukrainian Big Data: The Problem of Databases Localization 122-133
  Victoria Vysotska, Ihor Shubin, Maksym Mezentsev, Karen Kobernyk, Grygoryy Chetverikov
• Comparison of Blockchain–Based Data Storage Systems 134-144
  Olga Cherednichenko, Iryna Kyrychenko, Glib Tereshchenko, Denys Miand, Serhii Pylypenko
• Traffic-sign Recognition for Visually Impaired Pedestrians in Kyrgyzstan: Two-keypoint SIFT/BRISK Descriptor with CameraX 145-156
  Ayman Aljarbouh, Dmytro Zubov, Andrey Kupin, Nurlan Shaidullaev
• Collection Data and Visualization Preventive Maintenance Schedule 157-168
  Serhiy Semerikov, Andrey Kupin, Ivan Marynych, Anton Makohonov
• Google Cloud Services as Monitoring Tools and Prevention of Inclusion in the Rear Labor Market 169-183
  Ivan Demydov, Uliana Sadova, Nataliia Andrusyshyn, Andriy Lutsyshyn
• Developing an Application with Sensors in Smart Phones 184-196
  Atahan Tufekci, Muhammet C. Colak, Anar Gurbanov, Pinar Kirci
• Modeling of Tactical Actions of the Enterprise: Foundation and Argumentation of Use in the Conditions of European Integration 197-208
  Nestor Shpak, Kateryna Doroshkevych, Halyna Kovtok
• Utilization of Machine Learning in Recognition of Rocks and Mock-mines by Sonar Chirp Signals 209-218
  Yurii Kryvenchuk, Mykhailo Dmytryshyn
• Forecasting Demand for Food Delivery Services 219-228
  Yurii Kryvenchuk, Nazarii Hryhorash
• Computer Linguistic Systems Design and Development Features for Ukrainian Language Content Processing 229-271
  Victoria Vysotska
• Designing an Application for Monitoring the Ukrainian Spoken Language 272-287
  Tetiana Shestakevych, Leslav Kobylyukh
• Analysis and Formation of Sales Forecasts in CRM Systems 288-297
  Andrii Berko, Iryna Pelekh, Pavlo Hlova
• Formal Data Integration Models Development for Intelligent Electronic Commerce Systems 298-327
  Victoria Vysotska, Andrii Berko, Lyubomyr Chyrun, Sofia Chyrun, Olena Havrylyshyn, Oksana Smirnova, Nataliia Sokulska, Olena Sokhatska, Iryna Shakleina
• Features of Information System Development of Interactive Communication in Foreign Languages 328-343
  Taras Basyuk, Andrii Vasyliuk, Olha Vlasenko
• Methodological Foundations of an Information System Construction for the Recognition of Ukrainian Sign Language 344-362
  Taras Basyuk, Andrii Vasyliuk
• Decision-Making Methods and Models for Intelligent Business Analytics Systems in Online Tourism 363-390
  Victoria Vysotska, Yevhen Burov, Volodymyr Hnatushenko, Lyubomyr Chyrun, Sofia Chyrun, Liliia Diakoniuk, Liubov Kolyasa, Oksana Huhul, Oleh Naum
• Comparative Analysis of DQN and PPO Algorithms in UAV Obstacle Avoidance 2D Simulation 391-403
  Zoriana Rybchak, Mykhailo Kopylets
• Method of Determining the Text Sentiment by Thematic Rubrics 404-414
  Anatoliy Sachenko, Taras Lendiuk, Khrystyna Lipianina-Honcharenko, Maciej Dobrowolski, Gena Boguta, Leonid Bytsyura
• Enhancing Network Security Through Wavelet Analysis 415-424
  Anatoliy Sachenko, Jacek Woloszyn, Serhii Rimashevskyi