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