IVUS 2024
Information Society and University Studies 2024

Table of Contents

• Preface
  

• Building Heat Loss Evaluation using Artificial Intelligence Methods and Thermal Photogrammetry 1-8
  Justas Kardoka , Agnė Paulauskaitė-Tarasevičienė , Darius Pupeikis
• Fine-Grained Visual Classification of Fish 9-18
  Piotr Żerdziński
• An Overview of Patient Monitoring Systems Based on Machine Learning in the Internet of Things 19-29
  Saeid Javid , Maria Luisa Pérez Delgado
• Analysis of Datasets Created to Assess the Risk of Developing Gestational Diabetes Mellitus 30-38
  Mukhriddin Arabboev , Shohruh Begmatov , Mokhirjon Rikhsivoev , Saidakmal Saydiakbarov , Zukhriddin Khamidjonov , Sardor Vakhkhobov , Khurshid Aliyarov , Khabibullo Nosirov
• Advancements in AI for Poultry Farming to Ensure Early Detection to Tackle Fallen Bird Incidents 39-48
  Arnas Nakrošis , Agnė Paulauskaitė-Tarasevičienė , Romas Gružauskas
• Predicting Company Credit Rating Using Artificial Intelligence Techniques from Publicly Available Financial Data 49-58
  Juozas Širmenis , Mindaugas Kavaliauskas , Ingrida Lagzdinytė-Budnikė
• Fast-Fourier Transform in 5G Network 59-68
  Davit Begashvili , Giorgi Akhalaia , Avtandil Gagnidze , Sergiy Gnatyuk
• Self-Attention Generative Adversarial Network 69-78
  Tomasz Bury
• Advancements in Dating Undated Manuscripts through Dual Methodologies 79-88
  Maksim Iavich , Maia Ninidze
• Comparison of Neural Network Models with GRU and LSTM Layer for Earthquake Prediction 89-98
  Wiktoria Plechta
• Exploring Convolutional Architecture Capabilities for Image Classification Tasks with Insufficient Amount of Data 99-108
  Andrii Matsevytyi , Vytautas Rudžionis
• KATH: A No-Coding Data Processing Aid for Genetic Researchers 109-120
  Kajus Černiauskas , Dainius Kirsnauskas , Paulius Preikša , Gabrielius Salyga , Nojus Sajauskas , Jūnius Vaitkus , Gerda Žemaitaitytė , Kazimieras Bagdonas
• Detecting Fair Play Violations in Chess Using Neural Networks 121-127
  Maksim Iavich , Zura Kevanishvili
• Expert System for Analyzing CT Images Using CNN With a Self-Attention Module 128-137
  Artur Kostera
• Design of a Wheel Legged Robot 138-147
  Luis Diego Carranza , Víctor Manuel Escobar , Manuel Cardona , Jose Luis Ordoñez
• Density Functional Theory Calculations in Designing Symmetric and Asymmetric TADF Emitters 148-154
  Dalius Gudeika
• Development of Websites Ranking Algorithm Based on SEO Metrics 155-164
  Irakli Basheleishvili , Giorgi Kapanadze , Sergo Tsiramua
• Inference Acceleration for Large Language Models Using "Stairs" Assisted Greedy Generation 165-174
  Domas Grigaliūnas , Mantas Lukoševičius
• Financial Anomalies Detection Method Example 175-184
  Ilona Veitaitė , Audrius Lopata
• Providing Brands Visibility Data in Live Sports Videos Using Deep Learning Algorithms 185-194
  Julius Gudauskas
• Anomaly Detection for System Logs Literature Overview 195-202
  Justas Juknys
• Design and Manufacturing of a 3D-Printed Underwater Robot Through Parameters CAD/CFD and Stress Analysis for Optimization and Performance 203-212
  Erick Fernando Hernández-Solórzano , Silvio Lazaro , Jose Luis Ordoñez
• Data Processing Method for Gini Coefficient Application in Assessing the Centralization Within the BTC Lightning Network 213-221
  Laura Atmanavičiūtė , Tomas Vanagas , Justinas Grigaras , Saulius Masteika
• The Dark Side of Radio Technology 222-230
  Giorgi Tomadze , Ilia Lomidze , Mikheil Kurashvili , Giorgi Akhalaia , Vladimer Svanadze
• Development of a Lecture Attendance Registration System Based on Facial Recognition 231-238
  Irakli Basheleishvili , Giorgi Vardosanidze , Giorgi Makharoblidze
• Basketball Board Detection Using YOLO Algorithms 239-248
  Juozas Širmenis , Mantas Lukoševičius
• Sentiment Analysis of Lithuanian Online Reviews Using Large Language Models 249-258
  Brigita Vileikytė , Mantas Lukoševičius , Lukas Stankevičius
• Ball and Player Detection in Futsal Videos using YOLOv8 Model 259-269
  Shohruh Begmatov , Mukhriddin Arabboev , Mokhirjon Rikhsivoev , Saidakmal Saydiakbarov , Zukhriddin Khamidjonov , Sardor Vakhkhobov , Khurshid Aliyaro , Oybek Karimov
• Class-Focused Evaluation of Deep Learning Techniques for Network Intrusion Detection 270-277
  Mantas Bacevicius
• Computational Analysis of the Influence of the Model Boundary Conditions on the Bacterial Self-Organization 278-287
  Martinas Mačernius , ~/www/Vol-3885 Romas Baronas
• Assigning Different Activation Functions in Artificial Neural Networks with the Goal of Achieving Higher Prediction Accuracy 288-299
  Gytis Baravykas , Justas Kardoka , Domas Grigaliunas , Darius Naujokaitis
• Efficient Dijkstra-Based Greedy Algorithm for Cycle-Route Planning 300-309
  Antoni Jaszcz , Szymon Hankus , Michał Bober , Bartosz Bugla
• Enhancing Image Processing with GANs in Noisy Environments 310-321
  Zia Ur Rehman
• Music Genre Recognition 322-335
  Adam Grelewicz , Mateusz Lis , Dawid Michalak
• Text Classification Algorithms 336-349
  Katarzyna Czernik , Karolina Kamela
• Classificatikon of Obesity Types using Random Forest and Decision Tree algorithms 350-365
  Martyna Kramarz , Dominik Dzida
• Analysis the Performance of Naive Bayes and K-Nearest Neighbor Classifiers 366-373
  Hubert Bojda , Dawid Gala
• Comparison of Classifiers for Predicting Heart Attack in Patients 374-381
  Oliwia Cimała , Maria Bocheńska
• Comparison of Classifiers for Lung Cancer Prediction 382-389
  Kamil Jędrzkiewicz , Adam Kaszubowski , Mateusz Goik
• Text Classification 390-398
  Szymon Molitorys , Bartłomiej Piłot , Kacper Smyrak
• Comparison of Soft Set and KNN Methods for Recommendation Systems 399-405
  Piotr Solarczyk , Jakub Stachurski
• Movie Recommendation System 406-414
  Weronika Wołowczyk , Ewa Szymik
• Language Recognition Implemented into Machine Learning Algorithms 415-426
  Żaneta Pawelec , Grzegorz Grochowski , Aleksandra Starowicz
• Comparison of Learning Classifier Algorithms for Mental Health Problems Recognition 427-435
  Krzysztof Gumiński , Jakub Miarka
• Analysis of Selected Algorithms for the Classification of Space Objects 436-445
  Radosław Jędrzejczyk , Katarzyna Kłeczek
• Using Soft Sets as an Improvement for K-Nearest Neighbors Algorithm 446-455
  Norbert Luchowski , Piotr Chimiak
• Heart Disease Prediction System Utilizing KNN and Naive Bayes Classifiers with Added Priorities 456-465
  Jan Mierzwa , Jakub Płocidem
• Face Recognition using Naive Bayes Classifier 466-474
  Aleksandra Stachecka , Tomasz Procek
• Stacked Generalization - Investigating the Impact on Predictive Performance of Basic Machine Learning Models 475-484
  Szymon Antonik , Bartosz Bąba
• Recurrent Neural Network Model for Time Series Analysis 485-498
  Bilal Masih
• Long-Short Term Memory Neural Network for Incomplete Data Inputs 499-513
  Irfan Mahmood