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<span class="CEURVOLNR">Vol-4037</span> <br>
<span class="CEURURN">urn:nbn:de:0074-4037-X</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright &copy; 2025 for 
the individual papers by the papers' authors. 
Copyright &copy; <span class="CEURPUBYEAR">2025</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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<br><br><br>


<h1><a href="https://slawomir-nowaczyk.github.io/SAIS-2025"><span class="CEURVOLACRONYM">SAIS 2025</span></a><br>
<span class="CEURVOLTITLE">Swedish AI Society Workshop 2025</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Proceedings of Swedish AI Society Workshop 2025 (SAIS 2025)</span><br>
</h3>
<h3><span class="CEURLOCTIME">Halmstad, Sweden, 16-17 June 2025</span>.</h3> 

<br>
<b> Edited by </b>
<p>

</p><h3>
   <a href="https://hh.se/staff_en/slawomir"><span class="CEURVOLEDITOR">Sławomir Nowaczyk</span></a> *<br>
   <a href="https://annavettoruzzo.github.io/"><span class="CEURVOLEDITOR">Anna Vettoruzzo</span></a> **<br>
</h3>

* <a href="https://www.hh.se/english.html">Halmstad University</a>,
Center for Applied Intelligent Systems Research, Halmstad University, Sweden<br>
** <a href="https://www.tue.nl/en/">Eindhoven University of Technology</a>,
AutoML group, Eindhoven University of Technology, Netherlands<br>
<br>

<hr>

<br><br><br>

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

<ul>
<li id="preface">
<A href="SAIS_2025_preface.pdf">Preface</A><BR>
Summary: There were <span class="CEURSUBMITTEDPAPERS">12</span> full papers submitted to SAIS-2025 workshop, and 21 short papers.
Out of these, <span class="CEURACCEPTEDPAPERS">10</span> papers were accepted for this volume as regular papers.
</li>
</ul>
<BR>


<ul>
    <li id="paper01">
        <a href="paper-01.pdf">
            <span class="CEURTITLE">RetinaGate: A Gated Feature Pyramid Network for Improved Object Detection with SE-based Attention</span>
        </a> 
        <span class="CEURPAGES">1-11</span> 
        <br>
        <span class="CEURAUTHOR">Mahtab Jamali</span>,
        <span class="CEURAUTHOR">Paul Davidsson</span>,
        <span class="CEURAUTHOR">Reza Khoshkangini</span>,
        <span class="CEURAUTHOR">Martin Georg Ljungqvist</span>,
        <span class="CEURAUTHOR">Radu-Casian Mihailescu</span>
    </li>

    <li id="paper02">
        <a href="paper-02.pdf">
            <span class="CEURTITLE">Navigating demand forecasting in make-to-order manufacturing: the role of global models and intermittent time-series</span>
        </a> 
        <span class="CEURPAGES">12-25</span> 
        <br>
        <span class="CEURAUTHOR">Jonatan Flyckt</span>,
        <span class="CEURAUTHOR">Niklas Lavesson</span>
    </li>

    <li id="paper03">
        <a href="paper-03.pdf">
            <span class="CEURTITLE">Optimising Pixel-Wise Time-Series Analysis of Vegetation Indices Imagery via Key-Pixel Selection</span>
        </a> 
        <span class="CEURPAGES">26-38</span> 
        <br>
        <span class="CEURAUTHOR">Tibo Bruneel</span>,
        <span class="CEURAUTHOR">Welf Löwe</span>,
        <span class="CEURAUTHOR">Morgan Ericsson</span>,
        <span class="CEURAUTHOR">Diego Perez-Palacin</span>,
        <span class="CEURAUTHOR">Jonas Nordqvist</span>
    </li>

    <li id="paper04">
        <a href="paper-04.pdf">
            <span class="CEURTITLE">Different Hallucinations calls for Different Solutions - A Categorisation of LLM Transcription Mistakes</span>
        </a> 
        <span class="CEURPAGES">39-52</span> 
        <br>
        <span class="CEURAUTHOR">Nemi Pelgrom</span>,
        <span class="CEURAUTHOR">Håkan Grahn</span>
    </li>

    <li id="paper05">
        <a href="paper-05.pdf">
            <span class="CEURTITLE">On the management of definitions in fast-paced research - A systematic collection of Uncertainty definitions in Computer Science</span>
        </a> 
        <span class="CEURPAGES">53-62</span> 
        <br>
        <span class="CEURAUTHOR">Nemi Pelgrom</span>,
        <span class="CEURAUTHOR">Mats Walldén</span>,
        <span class="CEURAUTHOR">Karl Andersson</span>
    </li>

    <li id="paper06">
        <a href="paper-06.pdf">
            <span class="CEURTITLE">Blimp-based Crime Scene Analysis</span>
        </a> 
        <span class="CEURPAGES">63-78</span> 
        <br>
        <span class="CEURAUTHOR">Martin Cooney</span>,
        <span class="CEURAUTHOR">Fernando Alonso-Fernandez</span>
    </li>

    <li id="paper07">
        <a href="paper-07.pdf">
            <span class="CEURTITLE">Recommendation System of Client-Requested Projects in the Swedish Consultancy Market with LLMs</span>
        </a> 
        <span class="CEURPAGES">79-92</span> 
        <br>
        <span class="CEURAUTHOR">Diogo Buarque Franzosi</span>,
        <span class="CEURAUTHOR">Kristijan Capovski</span>,
        <span class="CEURAUTHOR">Maycel Isaac</span>,
        <span class="CEURAUTHOR">Stefan Byttner</span>
    </li>

    <li id="paper08">
        <a href="paper-08.pdf">
            <span class="CEURTITLE">Transformers to Predict Embryo Quality Using Images and External Factors</span>
        </a> 
        <span class="CEURPAGES">93-104</span> 
        <br>
        <span class="CEURAUTHOR">Adnane Soulaimani</span>,
        <span class="CEURAUTHOR">Carina Schwaiger</span>,
        <span class="CEURAUTHOR">Reza Khoshkangini</span>,
        <span class="CEURAUTHOR">Magnus Johnsson</span>,
        <span class="CEURAUTHOR">Thomas Ebner</span>
    </li>

    <li id="paper09">
        <a href="paper-09.pdf">
            <span class="CEURTITLE">Quantifying User Engagement in a Triadic Human-Robot Interaction Setup: Incorporating Gaze, Head Pose, and Affective Cues</span>
        </a> 
        <span class="CEURPAGES">104-118</span> 
        <br>
        <span class="CEURAUTHOR">Bahram Salamat Ravandi</span>,
        <span class="CEURAUTHOR">John Currie</span>,
        <span class="CEURAUTHOR">Pierre Gander</span>,
        <span class="CEURAUTHOR">Robert Lowe</span>
    </li>
    
    <li id="paper10">
        <a href="paper-10.pdf">
            <span class="CEURTITLE">Exploring trustworthy artificial intelligence and its stakeholders: A literature review</span>
        </a> 
        <span class="CEURPAGES">119-136</span> 
        <br>
        <span class="CEURAUTHOR">Jabbar Hussain</span>,
        <span class="CEURAUTHOR">Dina Koutsikouri</span>,
        <span class="CEURAUTHOR">Jan Ljungberg</span>
    </li>
</ul>

</div>

<hr>
<span class="unobtrusive">
2025-09-03: submitted by Sławomir Nowaczyk, 
            metadata incl. bibliographic data published under <A HREF="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</A><br>
<span class="CEURPUBDATE">2025-09-22</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
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