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<span class="CEURVOLNR">Vol-3575</span> <br>
<span class="CEURURN">urn:nbn:de:0074-3575-4</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright © 2023 for 
the individual papers by the papers' authors. 
Copyright © <span class="CEURPUBYEAR">2023</span> 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
<a href="https://creativecommons.org/licenses/by/4.0/">(<span class="CEURLIC">CC BY 4.0</span>)</a>.</p>
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<h1><a href="https://ivus.ktu.edu/"><span class="CEURVOLACRONYM">IVUS 2023</span></a><br>
<span class="CEURVOLTITLE">Information Society and University Studies 2023</span></h1>
<br>
<h3>
<span class="CEURFULLTITLE">Proceedings of the 28th International Conference on Information Society and University Studies (IVUS 2023)</span><br>
<!-- co-located with <span class="CEURCOLOCATED">NONE</span> -->
</h3>
<h3><span class="CEURLOCTIME">Kaunas, Lithuania, May 12, 2023</span>.</h3> 
<br>
<b> Edited by </b>
<p>
<p></p><h3>
   <a href="http://www.personal-webpage.org/myhome/"><span class="CEURVOLEDITOR">Audrius Lopata</span></a> *<br>
   <span class="CEURVOLEDITOR">Tomas Krilavičius</span> **<br>
<span class="CEURVOLEDITOR">Ilona Veitaitė</span> ***<br>
<span class="CEURVOLEDITOR">Alicia García-Holgado</span> ****<br>



</h3>

* <a href="https://en.ktu.edu/">Kaunas University of Technology</a>, Faculty of Informatics, Kaunas, Lithuania <br>

** <a href="https://www.vdu.lt/en/">Vytautas Magnus University</a>, Faculty of Informatics, Kaunas, Lithuania <br>

*** <a href="https://www.vu.lt/en/">Vilnius University</a>, Kaunas Faculty, Kaunas, Lithuania <br>

**** <a href="https://www.usal.es/">University of Salamanca</a>, Salamanca, Spain <br>

 
<hr>

<br><br><br><br>

<div class="CEURTOC">
<h2> Table of Contents </h2>


<ul>
<li id="Paper1"><a href="Paper1.pdf">
<span class="CEURTITLE">A Framework for Microbusiness Density Forecasting</span></a> 
<span class="CEURPAGES">1-10</span>
<br>
<span class="CEURAUTHOR">Eimantas Zaranka</span>, 
<span class="CEURAUTHOR">Dmytro Klepachevskyi</span>,
<span class="CEURAUTHOR">Bohdan Krushelnytskyi</span>, 
<span class="CEURAUTHOR">Tomas Krilavičius</span>
</li>

<li id="Paper2"><a href="Paper2.pdf">
<span class="CEURTITLE">An Exploratory Study of Techno-Pedagogical Skills and Happiness of Prospective
Teachers in relation To Generative AI</span></a> 
<span class="CEURPAGES">11-21</span>
<br>
<span class="CEURAUTHOR">Neha Jain</span>, 
<span class="CEURAUTHOR">Neetu Singh</span>
</li>

<li id="Paper3"><a href="Paper3.pdf">
<span class="CEURTITLE">Anomalous Water Use Detection Using Machine Learning</span></a> 
<span class="CEURPAGES">22-33</span>
<br>
<span class="CEURAUTHOR">Lukas Kulikovas</span>, 
<span class="CEURAUTHOR">Šarūnas Packevičius</span>
</li>

<li id="Paper4"><a href="Paper4.pdf">
<span class="CEURTITLE">BERT-Based Models for Phishing Detection</span></a> 
<span class="CEURPAGES">34-44</span>
<br>
<span class="CEURAUTHOR">Milita Songailaitė</span>, 
<span class="CEURAUTHOR">Eglė Kankevičiūtė</span>,
<span class="CEURAUTHOR">Bohdan Zhyhun</span>, 
<span class="CEURAUTHOR">Justina Mandravickaitė</span>
</li>

<li id="Paper5"><a href="Paper5.pdf">
<span class="CEURTITLE">Click Prediction Using Unsupervised Learning Methods</span></a> 
<span class="CEURPAGES">45-54</span>
<br>
<span class="CEURAUTHOR">Vitalija Serapinaite</span>, 
<span class="CEURAUTHOR">Ignas Suklinskas</span>,
<span class="CEURAUTHOR">Ingrida Lagzdinyte-Budnike</span>,
</li>

<li id="Paper6"><a href="Paper6.pdf">
<span class="CEURTITLE">Comparative Evaluation of Deep Learning Architectures for
Environment and Obstacle Recognition in Robotic Lawn Care</span></a> 
<span class="CEURPAGES">55-63</span>
<br>
<span class="CEURAUTHOR">Julius Siaulys</span>, 
<span class="CEURAUTHOR">Agne Paulauskaite-Taraseviciene</span>
</li>

<li id="Paper7"><a href="Paper7.pdf">
<span class="CEURTITLE">Comparison of Neural Network Efficiency, Learning Process in
Relation to Various Activation Functions</span></a> 
<span class="CEURPAGES">64-74</span>
<br>
<span class="CEURAUTHOR">Paulina Hałatek</span>, 
<span class="CEURAUTHOR">Paweł Noras</span>
</li>

<li id="Paper8"><a href="Paper8.pdf">
<span class="CEURTITLE">Computer Vision-Based Multi-Class Classification of Garments
Using a Three-Level Hierarchical Approach</span></a> 
<span class="CEURPAGES">75-82</span>
<br>
<span class="CEURAUTHOR">Asta Kvedaraite</span>, 
<span class="CEURAUTHOR">Neda Buineviciute</span>,
<span class="CEURAUTHOR">Agne Paulauskaite-Taraseviciene</span> 
</li>

<li id="Paper9"><a href="Paper9.pdf">
<span class="CEURTITLE">Digital Signature Design Using Verkle Tree</span></a> 
<span class="CEURPAGES">83-91</span>
<br>
<span class="CEURAUTHOR">Maksim Iavich</span>, 
<span class="CEURAUTHOR">Tamari Kuchukhidze</span>
</li>

<li id="Paper10"><a href="Paper10.pdf">
<span class="CEURTITLE">Enhancing Cyber Intelligence Capabilities through Process
Automation: Advantages and Opportunities</span></a> 
<span class="CEURPAGES">92-101</span>
<br>
<span class="CEURAUTHOR">Giorgi Iashvili</span>, 
<span class="CEURAUTHOR">Maksim Iavich</span>
</li>

<li id="Paper11"><a href="Paper11.pdf">
<span class="CEURTITLE">Epidemiological Modeling Based on Coronavirus Data</span></a> 
<span class="CEURPAGES">102-111</span>
<br>
<span class="CEURAUTHOR">Monika Szymura</span>, 
<span class="CEURAUTHOR">Martyna Horst</span>,
<span class="CEURAUTHOR">Anna Altmann</span> 
</li>

<li id="Paper12"><a href="Paper12.pdf">
<span class="CEURTITLE">Fast Approximate Pathfinding Based on 2D Convolution</span></a> 
<span class="CEURPAGES">112-121</span>
<br>
<span class="CEURAUTHOR">Marius Teleiša</span>, 
<span class="CEURAUTHOR">Dalia Čalnerytė</span>
</li>

<li id="Paper13"><a href="Paper13.pdf">
<span class="CEURTITLE">Fine-Tuning Language Models for Emotion Recognition in
Lithuanian Texts Using Neural Machine Translation of Training
datasets</span></a> 
<span class="CEURPAGES">122-131</span>
<br>
<span class="CEURAUTHOR">Mindaugas Petkevičius</span>, 
<span class="CEURAUTHOR">Daiva Vitkutė-Adžgauskienė</span>
</li>

<li id="Paper14"><a href="Paper14.pdf">
<span class="CEURTITLE">High-Band Related Threats in 5G Network</span></a> 
<span class="CEURPAGES">132-140</span>
<br>
<span class="CEURAUTHOR">Giorgi Akhalaia</span>, 
<span class="CEURAUTHOR">Maksim Iavich</span>
</li>

<li id="Paper15"><a href="Paper15.pdf">
<span class="CEURTITLE">Impact of Dark and Light Graphical User Interface Modes on
System Usability: Preliminary Findings of an Experimental Study</span></a> 
<span class="CEURPAGES">141-151</span>
<br>
<span class="CEURAUTHOR">Mindaugas Vinciūnas</span>, 
<span class="CEURAUTHOR">Kęstutis Kapočius</span>
</li>

<li id="Paper16"><a href="Paper16.pdf">
<span class="CEURTITLE">Influence of Aerial Image Resolution on Vehicle Detection
Accuracy</span></a> 
<span class="CEURPAGES">152-161</span>
<br>
<span class="CEURAUTHOR">Donata Gliaubičiūtė</span>, 
<span class="CEURAUTHOR">Rokas Janavičius</span>,
<span class="CEURAUTHOR">Aušra Gadeikytė</span>, 
<span class="CEURAUTHOR">Lukas Paulauskas</span>
</li>

<li id="Paper17"><a href="Paper17.pdf">
<span class="CEURTITLE">Intelligent Medical Decision Making for Sepsis Detection using
Reinforcement Learning</span></a> 
<span class="CEURPAGES">162-170</span>
<br>
<span class="CEURAUTHOR">Lakshita Singh</span>, 
<span class="CEURAUTHOR">Lakshay Kamra</span>,
<span class="CEURAUTHOR">Muskan Agarwal</span>, 
<span class="CEURAUTHOR">Anjana Gupta</span>,
<span class="CEURAUTHOR">H.C. Taneja</span>
</li>

<li id="Paper18"><a href="Paper18.pdf">
<span class="CEURTITLE">KoopaML: Application for Receiving and Processing DICOM
Images</span></a> 
<span class="CEURPAGES">171-177</span>
<br>
<span class="CEURAUTHOR">Rubén Fraile-Sanchón</span>, 
<span class="CEURAUTHOR">Andrea Vázquez-Ingelmo</span>,
<span class="CEURAUTHOR">Alicia García-Holgado</span>, 
<span class="CEURAUTHOR">Francisco
José García-Peñalvo</span>
</li>

<li id="Paper19"><a href="Paper19.pdf">
<span class="CEURTITLE">Mapped supervised learning</span></a> 
<span class="CEURPAGES">178-183</span>
<br>
<span class="CEURAUTHOR">Guillermo Hernández</span>, 
<span class="CEURAUTHOR">Angélica González Arrieta</span>,
<span class="CEURAUTHOR">Pablo Chamoso</span>, 
<span class="CEURAUTHOR">Juan M. Corchado</span>
</li>

<li id="Paper20"><a href="Paper20.pdf">
<span class="CEURTITLE">Mixed-Type Data Augmentations for Environmental Sound
Classification</span></a> 
<span class="CEURPAGES">184-194</span>
<br>
<span class="CEURAUTHOR">Tadas Turskis</span>, 
<span class="CEURAUTHOR">Marius Teleiša</span>,
<span class="CEURAUTHOR">Rūta Buckiūnaitė</span>, 
<span class="CEURAUTHOR">Dalia Čalnerytė</span>
</li>

<li id="Paper21"><a href="Paper21.pdf">
<span class="CEURTITLE">Quality Control Process of Cocoa Beans Through
Computer Vision: Concept</span></a> 
<span class="CEURPAGES">195-204</span>
<br>
<span class="CEURAUTHOR">Rodrigo Espinal</span>, 
<span class="CEURAUTHOR">Jóse Luis Ordoñez-Avila</span>,
<span class="CEURAUTHOR">Angie Carolina Santos Fernández</span>, 
<span class="CEURAUTHOR">Maria Elena Perdomo</span>
</li>

<li id="Paper22"><a href="Paper22.pdf">
<span class="CEURTITLE">Recursive Weighted 2-Means Split Algorithm For
Under-segmentation Reduction</span></a> 
<span class="CEURPAGES">205-213</span>
<br>
<span class="CEURAUTHOR">Kornelija Magylaitė</span>, 
<span class="CEURAUTHOR">Lukas Arlauskas</span>,
<span class="CEURAUTHOR">Karolis Ryselis</span> 
</li>

<li id="Paper23"><a href="Paper23.pdf">
<span class="CEURTITLE">Reinforcement Learning for Obstacle Avoidance Application in Unity Ml-Agents</span></a> 
<span class="CEURPAGES">214-221</span>
<br>
<span class="CEURAUTHOR">Reza Mahmoudi</span>, 
<span class="CEURAUTHOR">Armantas Ostreika</span>
</li>

<li id="Paper24"><a href="Paper24.pdf">
<span class="CEURTITLE">Showcasing Sentiment Classification and Word Prediction in the
Quantum Natural Processing Area</span></a> 
<span class="CEURPAGES">222-228</span>
<br>
<span class="CEURAUTHOR">David Peral-García</span>, 
<span class="CEURAUTHOR">Juan Cruz-Benito</span>,
<span class="CEURAUTHOR">Francisco José García-Peñalvo</span> 
</li>

<li id="Paper25"><a href="Paper25.pdf">
<span class="CEURTITLE">Streamlining Sub-Aquatic ROV Fabrication Through Mathematical Modelling, CAD and CFD Analysis for Enhanced Performance</span></a> 
<span class="CEURPAGES">229-238</span>
<br>
<span class="CEURAUTHOR">Silvio Javier Lázaro-Cárdenas</span>, 
<span class="CEURAUTHOR">José Luis Ordóñez-Ávila</span>,
<span class="CEURAUTHOR">Alicia María Reyes-Duke</span>
</li>

<li id="Paper26"><a href="Paper26.pdf">
<span class="CEURTITLE">The impact of the weighting techniques on
MultiMOORA-based ranking on patients using ambiguous
medical data</span></a> 
<span class="CEURPAGES">239-355</span>
<br>
<span class="CEURAUTHOR">Antoni Jaszcz</span>
</li>

<li id="Paper27"><a href="Paper27.pdf">
<span class="CEURTITLE">
 Unpacking The Evaluation Proceeding of Clinical Decision Support Systems: A Review of Methodological Approaches and Categories
</span></a> 
<span class="CEURPAGES">356-363</span>
<br>
<span class="CEURAUTHOR">Ali Azadi</span>, 
<span class="CEURAUTHOR">Francisco José García-Peñalvo</span>
</li>

<li id="Paper28"><a href="Paper28.pdf">
<span class="CEURTITLE">Utilizing the «MouseJack» Vulnerability in Physical Assessments</span></a> 
<span class="CEURPAGES">364-371</span>
<br>
<span class="CEURAUTHOR">Maksim Iavich</span>, 
<span class="CEURAUTHOR">Sergei Simonov</span>
</li>

<li id="Paper29"><a href="Paper29.pdf">
<span class="CEURTITLE">Application of DFT Calculations in Designing Naphthalimide-π-
Dimethylanilines</span></a> 
<span class="CEURPAGES">372-376</span>
<br>
<span class="CEURAUTHOR">Dalius Gudeika</span>
</li>

</ul>



</div>


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2023-10-23: submitted by Audrius Lopata and Edgaras Dambrauskas, 
            metadata incl. bibliographic data published under <a href="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</a><br>
<span class="CEURPUBDATE">2023-12-01</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
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