IVUS 2023
Information Society and University Studies 2023

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