| Vol-3575 urn:nbn:de:0074-3575-4 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# IVUS 2023
Information Society and University Studies 2023

### Proceedings of the 28th International Conference on Information Society and University Studies (IVUS 2023)

### Kaunas, Lithuania, May 12, 2023.

Edited by

### Audrius Lopata *
Tomas Krilavičius **
Ilona Veitaitė ***
Alicia García-Holgado ****

* Kaunas University of Technology, Faculty of Informatics, Kaunas, Lithuania
** Vytautas Magnus University, Faculty of Informatics, Kaunas, Lithuania
*** Vilnius University, Kaunas Faculty, Kaunas, Lithuania
**** University of Salamanca, Salamanca, Spain

## Table of Contents

- A Framework for Microbusiness Density Forecasting 1-10
  Eimantas Zaranka, Dmytro Klepachevskyi, Bohdan Krushelnytskyi, Tomas Krilavičius
- An Exploratory Study of Techno-Pedagogical Skills and Happiness of Prospective Teachers in relation To Generative AI 11-21
  Neha Jain, Neetu Singh
- Anomalous Water Use Detection Using Machine Learning 22-33
  Lukas Kulikovas, Šarūnas Packevičius
- BERT-Based Models for Phishing Detection 34-44
  Milita Songailaitė, Eglė Kankevičiūtė, Bohdan Zhyhun, Justina Mandravickaitė
- Click Prediction Using Unsupervised Learning Methods 45-54
  Vitalija Serapinaite, Ignas Suklinskas, Ingrida Lagzdinyte-Budnike,
- Comparative Evaluation of Deep Learning Architectures for Environment and Obstacle Recognition in Robotic Lawn Care 55-63
  Julius Siaulys, Agne Paulauskaite-Taraseviciene
- Comparison of Neural Network Efficiency, Learning Process in Relation to Various Activation Functions 64-74
  Paulina Hałatek, Paweł Noras
- Computer Vision-Based Multi-Class Classification of Garments Using a Three-Level Hierarchical Approach 75-82
  Asta Kvedaraite, Neda Buineviciute, Agne Paulauskaite-Taraseviciene
- Digital Signature Design Using Verkle Tree 83-91
  Maksim Iavich, Tamari Kuchukhidze
- Enhancing Cyber Intelligence Capabilities through Process Automation: Advantages and Opportunities 92-101
  Giorgi Iashvili, Maksim Iavich
- Epidemiological Modeling Based on Coronavirus Data 102-111
  Monika Szymura, Martyna Horst, Anna Altmann
- Fast Approximate Pathfinding Based on 2D Convolution 112-121
  Marius Teleiša, Dalia Čalnerytė
- Fine-Tuning Language Models for Emotion Recognition in Lithuanian Texts Using Neural Machine Translation of Training datasets 122-131
  Mindaugas Petkevičius, Daiva Vitkutė-Adžgauskienė
- High-Band Related Threats in 5G Network 132-140
  Giorgi Akhalaia, Maksim Iavich
- Impact of Dark and Light Graphical User Interface Modes on System Usability: Preliminary Findings of an Experimental Study 141-151
  Mindaugas Vinciūnas, Kęstutis Kapočius
- Influence of Aerial Image Resolution on Vehicle Detection Accuracy 152-161
  Donata Gliaubičiūtė, Rokas Janavičius, Aušra Gadeikytė, Lukas Paulauskas
- Intelligent Medical Decision Making for Sepsis Detection using Reinforcement Learning 162-170
  Lakshita Singh, Lakshay Kamra, Muskan Agarwal, Anjana Gupta, H.C. Taneja
- KoopaML: Application for Receiving and Processing DICOM Images 171-177
  Rubén Fraile-Sanchón, Andrea Vázquez-Ingelmo, Alicia García-Holgado, Francisco José García-Peñalvo
- Mapped supervised learning 178-183
  Guillermo Hernández, Angélica González Arrieta, Pablo Chamoso, Juan M. Corchado
- Mixed-Type Data Augmentations for Environmental Sound Classification 184-194
  Tadas Turskis, Marius Teleiša, Rūta Buckiūnaitė, Dalia Čalnerytė
- Quality Control Process of Cocoa Beans Through Computer Vision: Concept 195-204
  Rodrigo Espinal, Jóse Luis Ordoñez-Avila, Angie Carolina Santos Fernández, Maria Elena Perdomo
- Recursive Weighted 2-Means Split Algorithm For Under-segmentation Reduction 205-213
  Kornelija Magylaitė, Lukas Arlauskas, Karolis Ryselis
- Reinforcement Learning for Obstacle Avoidance Application in Unity Ml-Agents 214-221
  Reza Mahmoudi, Armantas Ostreika
- Showcasing Sentiment Classification and Word Prediction in the Quantum Natural Processing Area 222-228
  David Peral-García, Juan Cruz-Benito, Francisco José García-Peñalvo
- Streamlining Sub-Aquatic ROV Fabrication Through Mathematical Modelling, CAD and CFD Analysis for Enhanced Performance 229-238
  Silvio Javier Lázaro-Cárdenas, José Luis Ordóñez-Ávila, Alicia María Reyes-Duke
- The impact of the weighting techniques on MultiMOORA-based ranking on patients using ambiguous medical data 239-355
  Antoni Jaszcz
- Unpacking The Evaluation Proceeding of Clinical Decision Support Systems: A Review of Methodological Approaches and Categories 356-363
  Ali Azadi, Francisco José García-Peñalvo
- Utilizing the «MouseJack» Vulnerability in Physical Assessments 364-371
  Maksim Iavich, Sergei Simonov
- Application of DFT Calculations in Designing Naphthalimide-π- Dimethylanilines 372-376
  Dalius Gudeika

2023-10-23: submitted by Audrius Lopata and Edgaras Dambrauskas, metadata incl. bibliographic data published under Creative Commons CC0
2023-12-01: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|