IVUS 2025

Table of Contents

• PDF
  
• Decision Trees Versus Random Forest for DDoS Attack Classification 1-9 PDF
  Artur Kostera
• Deep Learning-Based Skin Cancer Classification: a Comparative Study of Pre-Trained CNN Models 10-20 PDF
  Mukhriddin Arabboev, Shohruh Begmatov, Mokhirjon Rikhsivoev, Sukhrob Bobojanov, Gayrat Tangriberganov, Jamoliddin Uraimov
• Predicting Spatial Data of Virtual Reality Hand Tracking Joints with Recurrent Neural Networks 21-29 PDF
  Gytis Dokšas, Tomas Blažauskas
• Stealth Tracking: The Hidden Threats of Browser Fingerprinting and Phishing 30-39 PDF
  Oleksii Chalyi, Laurynas Pivoras, Kęstutis Driaunys
• Camouflaged Object Detection Using Convolutional Neural Network 40-49 PDF
  Karolis Mickevičius, Arūnas Lipnickas
• Privacy-Preserving Model for Decentralized Digital Identity under EU Compliance 50-61 PDF
  Mykolas Rutkauskas, Laura Atmanavičiūtė, Saulius Masteika
• Access Control Approach in Microservices Architecture 62-70 PDF
  Ernestas Serkovas
• Autonomous Solar Tracking with β-Optimized Particle Filter for Enhanced Performance in Dynamic Shading Environments 71-76 PDF
  Ming Huang, Jieming Ma, Ka Lok Man, Sheng-Uei Guan, Xue Zhang
• Enhancing Privacy and Security of Customer Data Management in E-Commerce 77-87 PDF
  Linas Ablonskis, Rimantas Butleris, Audrius Lopata, Giedrius Sirevičius, Simonas Stepanovas, Mindaugas Vasiljevas
• Comparative Analysis and Implementation of Zero-Knowledge Proof Libraries for Digital Identity 88-97 PDF
  Aristidas Lukas Končius, Gintarė Košubienė, Laura Atmanavičiūtė, Saulius Masteika
• Deep Learning-Based Futsal Field Segmentation: a Comparative Study of YOLOv8 and YOLO11-Pose Models 98-107 PDF
  Shohruh Begmatov, Mukhriddin Arabboev, Massimo Zaglio
• VotingAid: A Retrieval-Augmented LLM Approach for Political Decision-Making 108-114 PDF
  Nicolas Mahn, Nadeem Abbas
• Digitalization of IT Helpdesk Operations Based on Executable Business Process Models and Artificial Intelligence Technology 115-124 PDF
  Saulius Gudauskas, Tomas Skersys
• Soft Set Weighted Classification for Wilson Disease Detection Using Genetic Algorithm 125-131 PDF
  Emilia Bezrutczyk, Weronika Stefańska
• A Comparative Approach to Heart Disease Classification 132-144 PDF
  Patrycja Janik, Patryk Weklicz, Kacper Śliwka
• Playing Card Recognition Using Deep Neural Networks: Architecture Design and Performance Analysis 145-151 PDF
  Jakub Jaromin
• Least Squares Progressive Iterative Approximation for Spline Curve (Re-)Construction Using Adaptive Refinement 152-161 PDF
  Šarūnas Palianskas
• Neuro-Symbolic Modeling of Visual Data with Sparse Generative Embeddings 162-172 PDF
  Serge Dolgikh, Oleksandr Sliusarenko
• Machine Learning Method Utilization for Lithuanian Company Clustering 173-181 PDF
  Eimantas Zaranka, Dovilė Kuizinienė
• White Blood Cell Classification Based on Evolutionary Optimization of Neural Network 182-190 PDF
  Agnieszka Polowczyk, Alicja Polowczyk, Jakub Kancerek
• Improving DeepFashion Dataset Classification Accuracy with StyleGAN2-ADA: Addressing Imbalanced Data in Fashion Image Recognition 191-200 PDF
  Agnė Moleikaitytė, Jonas Paulauskas
• Analysing Narrative Manipulation in Russian Telegram News via Image and Text Divergences 201-210 PDF
  Maksym Bondar, Milita Songailaitė
• Urban Road Segmentation with Transformers 211-218 PDF
  Bartas Lisauskas, Rytis Maskeliūnas
• Comparative Analysis of Surrogate Model Architectures for LIME for Intrusion Detection Enhancement 219-228 PDF
  Mantas Bacevicius, Agne Paulauskaite-Taraseviciene
• Comparison of Classifiers for Handwritten Digit Recognition 229-236 PDF
  Krzysztof Chrobok, Alicja Pradela
• Audio Representations for CNN-based Semantic Sound Classification 237-246 PDF
  Katarzyna Wiltos
• Mask, Pseudonymise, Translate: Enhancing MT Quality Under Privacy Constraints 247-257 PDF
  Rinalds Vīksna, Mārcis Pinnis
• Using clustering algorithms in medical data analysis 258-267 PDF
  Michał Tarnawa
• Feature Reduction in Random Forests with SHAP-Based Importance Scores 268-275 PDF
  Wiktoria Plechta
• Computational modeling of nonlinear processes in thin elastic plates subjected to electromagnetic fields 276-284 PDF
  Shohruh Safarov, Muhammadali Bahramov
• Hair removal in dermoscopic images using SegFormer and inpainting 285-294 PDF
  Fayzulla Ollamberganov, Rustam Utemuratov, Rakhim Shikhiyev, Bayram Absametov
• Dual-Stream Sparse Transformer for Joint Temporal-Frequency Modeling in Automatic Modulation Recognition 295-303 PDF
  Sukhrob Bobojanov, Byeong Man Kim, Bunyod Samandarov, Dilmurod Saidov, Nematjon Setmetov, Nizomjon Jumaniyazov
• Research on Different AI Approaches to Measuring Curricular Overlap Across University Programs 304-314 PDF
  Simona Ramanauskaitė, Pavel Stefanovič, Eglė Baradinskienė, Cristina Vărvăruc, Muhammad Imran, Darja Bubnova, Cristian Maximiliano Rodriguez Rivero, Tõnis Raamets, Renata Karbauskienė
• Bridging Structured and Unstructured Data in Stress Echocardiography Survival Analysis 315-324 PDF
  Saulė Satkauskienė, Linas Petkevičius, Laura Balkevičienė, Jelena Čelutkienė
• Wearable Data Aggregation Framework for Fine-Tuning of LLMs to Forecasting Future-Aware Insights 325-334 PDF
  Linas Petkevičius, Povilas Gudžius, Ernestas Filatovas
• Enhanced State of Charge Prediction for Lithium-Ion Batteries Using Informer-LSTM Fusion 335-341 PDF
  Ningfei Song, Nanlin Jin, Ho-Pun Lam, Jingchen Wang, Jie Zhang, Ka Lok Man, Jeremy S. Smith, Yutao Yue