IVUS 2024

Table of Contents

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