IVUS 2025
Information Society and University Studies 2025

Table of Contents

• Preface
  Summary: There were 56 papers submitted for peer-review to this workshop. Out of these, 36 papers were accepted for this volume.

• Decision Trees Versus Random Forest for DDoS Attack Classification 1–9
  Artur Kostera
• Deep Learning-Based Skin Cancer Classification: a Comparative Study of Pre-Trained CNN Models 10–20
  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
  Gytis Dokšas , Tomas Blažauskas
• Stealth Tracking: The Hidden Threats of Browser Fingerprinting and Phishing 30–39
  Oleksii Chalyi , Laurynas Pivoras , Kęstutis Driaunys
• Camouflaged Object Detection Using Convolutional Neural Network 40–49
  Karolis Mickevičius , Arūnas Lipnickas
• Privacy-Preserving Model for Decentralized Digital Identity under EU Compliance 50–61
  Mykolas Rutkauskas , Laura Atmanavičiūtė , Saulius Masteika
• Access Control Approach in Microservices Architecture 62–70
  Ernestas Serkovas
• Autonomous Solar Tracking with β-Optimized Particle Filter for Enhanced Performance in Dynamic Shading Environments 71–76
  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
  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
  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
  Shohruh Begmatov , Mukhriddin Arabboev , Massimo Zaglio
• VotingAid: A Retrieval-Augmented LLM Approach for Political Decision-Making 108–114
  Nicolas Mahn , Nadeem Abbas
• Digitalization of IT Helpdesk Operations Based on Executable Business Process Models and Artificial Intelligence Technology 115–124
  Saulius Gudauskas , Tomas Skersys
• Soft Set Weighted Classification for Wilson Disease Detection Using Genetic Algorithm 125–131
  Emilia Bezrutczyk , Weronika Stefańska
• A Comparative Approach to Heart Disease Classification 132–144
  Patrycja Janik , Patryk Weklicz , Kacper Śliwka
• Playing Card Recognition Using Deep Neural Networks: Architecture Design and Performance Analysis 145–151
  Jakub Jaromin
• Least Squares Progressive Iterative Approximation for Spline Curve (Re-)Construction Using Adaptive Refinement 152–161
  Šarūnas Palianskas
• Neuro-Symbolic Modeling of Visual Data with Sparse Generative Embeddings 162–172
  Serge Dolgikh , Oleksandr Sliusarenko
• Machine Learning Method Utilization for Lithuanian Company Clustering 173–181
  Eimantas Zaranka , Dovilė Kuizinienė
• White Blood Cell Classification Based on Evolutionary Optimization of Neural Network 182–190
  Agnieszka Polowczyk , Alicja Polowczyk , Jakub Kancerek
• Improving DeepFashion Dataset Classification Accuracy with StyleGAN2-ADA: Addressing Imbalanced Data in Fashion Image Recognition 191–200
  Agnė Moleikaitytė , Jonas Paulauskas ,
• Analysing Narrative Manipulation in Russian Telegram News via Image and Text Divergences 201–210
  Maksym Bondar , Milita Songailaitė
• Urban Road Segmentation with Transformers 211–218
  Bartas Lisauskas , Rytis Maskeliūnas
• Comparative Analysis of Surrogate Model Architectures for LIME for Intrusion Detection Enhancement 219–228
  Mantas Bacevicius , Agne Paulauskaite-Taraseviciene
• Comparison of Classifiers for Handwritten Digit Recognition 229–236
  Krzysztof Chrobok , Alicja Pradela
• Audio Representations for CNN-based Semantic Sound Classification 237–246
  Katarzyna Wiltos
• Mask, Pseudonymise, Translate: Enhancing MT Quality Under Privacy Constraints 247–257
  Rinalds Vīksna , Mārcis Pinnis
• Using clustering algorithms in medical data analysis 258–267
  Michał Tarnawa
• Feature Reduction in Random Forests with SHAP-Based Importance Scores 268–275
  Wiktoria Plechta
• Computational modeling of nonlinear processes in thin elastic plates subjected to electromagnetic fields 276–284
  Shohruh Safarov , Muhammadali Bahramov
• Hair removal in dermoscopic images using SegFormer and inpainting 285–294
  Fayzulla Ollamberganov , Rustam Utemuratov , Rakhim Shikhiyev , Bayram Absametov
• Dual-Stream Sparse Transformer for Joint Temporal-Frequency Modeling in Automatic Modulation Recognition 295–303
  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
  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
  Saulė Satkauskienė , Linas Petkevičius , Laura Balkevičienė , Jelena Čelutkienė
• Wearable Data Aggregation Framework for Fine-Tuning of LLMs to Forecasting Future-Aware Insights 325–334
  Linas Petkevičius , Povilas Gudžius , Ernestas Filatovas
• Enhanced State of Charge Prediction for Lithium-Ion Batteries Using Informer-LSTM Fusion 335–341
  Ningfei Song , Nanlin Jin , Ho-Pun Lam , Jingchen Wang , Jie Zhang , Ka Lok Man , Jeremy S. Smith , Yutao Yue